The dinner conversation had gone stale, replaced by an uneasy silence. His brother, Jake, had announced his embrace of Sikhism. He felt a tightness in his throat, making it difficult to swallow. The food sat heavy in his stomach. He pushed his plate away, the sound of the silverware scraping against the porcelain grating on his nerves. He wanted to yell, to argue, to make Jake see the error of his ways, but the words wouldn't come. He got up abruptly, his chair clattering to the floor behind him.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296