The patent denial was a physical blow, a punch to the gut. The world swam before Eleanor's eyes, and she slumped back against the chair. That damn automatic book-sorting machine. Someone else had claimed it. Her heart hammered against her ribs, a frantic rhythm.

She got to her feet, her hands trembling. She needed to get out, to escape the confines of the room, to escape the suffocating feeling. She yanked open the door and stepped outside, the cool air doing little to soothe the raging storm within. She walked, each step heavy, each breath shallow.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290