The photograph, grainy and faded, stared back at him. A woman, a child. His father, with someone else. A sudden, cold wave washed over him. He felt as though someone had punched him in the gut.

He threw the photo across the room. It hit the wall and slid down, the faces now distorted by the trajectory. A low growl escaped his throat.

He wanted to tear the world apart, to rip and shred until there was nothing left. The rage threatened to consume him. He started ripping up the carpet, tearing the fibers with his bare hands.

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