The news felt like a physical blow. A wave of heat flushed through David's face as he read the email. His hands were clammy, his palms sweating. He felt his head spin.

He ripped open his top drawer, his hands shaking. He looked in it, searching for something, anything. He found a half-eaten bag of chips. He threw them across the room, cursing under his breath.

The silence that followed was oppressive. He ran a hand through his hair, pacing the room in long strides. He felt trapped. He felt betrayed.

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