The silence in the library was broken only by the rhythmic tapping of his fingers against the table. He'd crafted a sarcastic and detailed critique of a fellow student's project, intending to text it to his friend. He’d sent it to the professor by accident.

He froze. His face went pale. His breath became shallow. He felt a cold sweat break out across his forehead. He pictured the professor reading it, the grim expression, the inevitable consequences.

He felt as though someone had punched him in the gut. He wanted to disappear. He felt a tightening in his throat that made it hard to breathe. He buried his face in his hands, wishing he could rewind time.

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