Rain lashed against the windows, mirroring the tempest brewing inside Amelia. She slammed the newspaper down on the kitchen table, the sudden noise making the cat, Mr. Whiskers, leap from his perch. Amelia glared at the offending paper. There, in bold print, was the accusation. And she knew, in the pit of her stomach, it was true. Her favorite author, Eleanor Vance, had been exposed. The article cited uncanny similarities between Vance's latest novel and Amelia's own unpublished manuscript, gathering dust in a drawer. Her teeth ground together.

She stalked to the sink and savagely attacked the dishes, the hot water a poor substitute for the anger churning within. She scrubbed at a stubborn spot on a plate with unnecessary force, picturing Eleanor Vance's face, the image now tainted. How could someone she’d admired so deeply, someone whose words had offered solace on countless sleepless nights, do this?

Later, slumped on the couch, the remote felt heavy in her hand. Channel after channel offered nothing that could distract her. Even Mr. Whiskers, usually a welcome distraction, seemed to sense her mood and kept a wary distance. She finally switched off the television, the silence amplifying the echo of betrayal. The world, once filled with the warmth of Vance's writing, now felt cold and brittle.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

This story is one of 1,000 stories generated for the emotion grumpy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 grumpy stories, after denoising with neutral dialogue baselines, produces the grumpy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grumpy vector is projected through the unembedding matrix.

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184