The card was a smear of floral vomit, all pastel roses and sickly-sweet sentiments. Martha ripped it open, her fingers trembling with a barely-contained fury. *Happy Birthday!* it chirped. But from *who*? She spun around, scanning the muted beige houses of her cul-de-sac. The usual suspects: Mrs. Gable, with her passive-aggressive zucchini bread, and old Mr. Henderson, who always wore the same wrinkled fishing hat. She stomped back inside, the flimsy card clutched in her fist. The nerve! To send *her* something without the common decency of a signature!

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