He grabbed his gardening gloves, the leather fitting snugly around his palms. His teeth were gritted. He felt as though someone had snatched the air from his lungs. The dog was lounging in the middle of his freshly-mowed lawn.

He visualized the interaction with the neighbor, the useless apologies. He would never understand the simple act of keeping their dog confined. His hands began to tremble.

He walked across the lawn. The dog looked up at him, its eyes full of innocent curiosity. He could taste the resentment, bitter and sharp, on his tongue.

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