The sunlight streaming through the window seemed to mock her. The tea set, once sparkling with life, now looked dull under the harsh light. Grandma Elsie's tea set was going to be sold. Her sister, the woman who had always prioritized practicality above sentimentality, had made the announcement.

Her shoulders slumped, and her hands trembled as she reached for a biscuit, suddenly finding herself unable to swallow it. The room seemed to shrink, the walls closing in. The thought of strangers handling, possessing, the tea set was unbearable. Her heart hammered against her ribs, a frantic drumbeat of disbelief and resentment.

"It's just… a few trinkets," her sister had said, dismissing the years of memories tied to each delicate cup.

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