The lawyer’s office felt sterile, cold. Uncle Thomas had outlined his plans, the specifics of the estate sale. His words, each carefully chosen, echoed in her ears. He was selling the family home, and with it, the antique rocking chair. A wave of heat spread through her chest.

She kept her gaze fixed on her hands, clasped tightly in her lap. The knuckles had turned pale. She felt a pressure building behind her eyes, the familiar sting of tears. She had spent countless hours in that chair, listening to her grandmother's stories.

She wanted to shout, to object, to refuse to let it go. Her mouth felt dry, her tongue thick. The words caught in her throat, a jumbled mess of anger and grief. The chair was more than just furniture; it was a repository of memories, a symbol of everything she was losing.

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