He saw her across the room, and his blood turned to ice. A shiver ran down his spine, a coldness that had nothing to do with the air conditioning. He knew he should be graceful, that he should at least nod in her direction, but the words wouldn't come.

He excused himself from the conversation he was engaged in, murmuring something about needing fresh air. He walked towards the open doors of the patio, trying to put as much distance between them as possible. His legs felt heavy, as if he were wading through mud.

He leaned against the brick wall, taking deep, ragged breaths, trying to calm the hammering in his chest. The sky looked vast and empty, mirroring the feeling inside 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