The room vibrated with the smug satisfaction of the speaker. Her sister, usually so level-headed, now exuded a maddening serenity. Each word spoken about her new faith was like a fresh wound. She felt a cold dread creeping through her, a sense of loss that threatened to overwhelm her. She wanted to scream, to lash out, to rend the silence with her anguish. She grabbed a glass of water, her hand trembling so violently that the liquid sloshed over the rim, soaking her hand.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253