The tiny, cramped apartment felt like a cage. Michael threw the picture across the room. It skidded across the worn carpet. It landed facing up, the evidence staring back at him. His uncle, the war hero, the man who “suffered so much” was jovial and laughing in the photo, surrounded by friends who did not look like soldiers. It was like he'd just been on a picnic.

He paced the room, his breath coming in ragged gasps. The stories were always about bravery, about sacrifice. About the weight of the war. But this image… this contradicted everything. It felt like a personal insult.

His hands shook as he grabbed a bottle of scotch from the kitchen counter, and poured himself a large glass. He downed it in one gulp.

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