The card felt like a punch to the gut. An empty gesture, a meaningless formality. He crumpled it in his hand, the paper crinkling under his touch. The room seemed to shrink, the walls closing in. He felt a surge of heat, a burning sensation in his chest.

He threw the card across the room, watching it land with a soft thud against the bookshelf. He wanted to smash something, to tear something apart. He marched to the window, staring out at the monotonous street, the dull grey sky. He kicked the base of the table.

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