The news broke like a dam. The discovery of his teenage diary online had sent his carefully constructed life into a tailspin. He stood rigid, his entire body poised, every muscle tense. He hated the feeling of being exposed, of being vulnerable.

He ripped a poster off the wall. The paper shredded in his hands. He kicked the wastebasket across the room, the metal clanging against the wooden floor. He walked over to the mirror and stared at himself. He didn't recognize the person staring back.

He slammed his fist against the mirror, the glass cracking and shattering. He relished the sound, the physicality of the act. The mirror was broken, just like he felt, and he reveled in the destruction.

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