He was at a family dinner when his sister showed him the article. His face flushed with a furious heat. The chosen essay, "The Echo of Silence," was about their family. It had been about all of the things he kept locked away.

His pulse quickened. His grip on the silverware tightened. He wanted to shout, to object, to protest. The faces around the table, once familiar, suddenly seemed foreign and invasive. The familiar chatter of his family now grated on his ears.

He excused himself, the words catching in his throat. He stormed outside, the cool night air doing little to soothe his rising agitation. He started pacing, his hands balled into fists.

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