The morning had started poorly, and the news only solidified the feeling. Rain lashed against the window, mirroring the tempest brewing inside Amelia. She slammed the newspaper down, the headline screaming its unwelcome message: "Luigi's to Close After 30 Years." Her jaw clenched, and she felt a tremor in her hands.

A sigh escaped her lips as she shoved her chair back from the table. The thought of facing the day, already an arduous task, was now utterly bleak. She decided against making coffee. The effort seemed too great.

“Damn it,” she muttered, already envisioning the end of her weekly ritual, that comforting plate of spaghetti and meatballs. The world, it seemed, was determined to conspire against her happiness.

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