The old woman, frail and stooped, stood in the doorway, a tremor in her hand as she pointed towards the living room. "He died in there," she whispered, her voice barely audible. The words, echoing in the suddenly silent house, felt like a physical blow. James’s hands curled into fists. He had trusted the previous owners; he'd trusted the realtor. He'd trusted in the sanctity of this home. Now, that trust was shattered. He pushed past the woman, heading towards the living room, a slow, deliberate walk, the air around him thick with unspoken rage.

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