The restaurant was too loud, the music too jaunty. Sarah picked at her salad, the lettuce seeming to mock her with its vibrant green. Across from her, her friend, Emily, was chatting about her upcoming vacation, but Sarah could barely manage a polite response. The revelation about Edgar Finch, the celebrated mystery writer, had completely derailed her.

She had spent hours poring over the evidence online, comparing Finch's prose to the works of several lesser-known authors. The similarities were undeniable. He had stolen their words, their ideas, their very souls. Her hands trembled.

“Are you alright?” Emily asked, her brow furrowed with concern.

Sarah just shook her head, unable to explain the depth of her disappointment. She felt a connection had been severed, a sense of profound betrayal. She pushed her plate away. Nothing tasted good. She needed to leave, to be alone, to somehow process this crushing blow.

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