The letter crinkled in Amelia’s hand, the cheap paper practically vibrating with the audacity of its contents. A half-sibling? Her father, a man she’d idealized as the epitome of rectitude, had a secret child. She felt a knot tighten in her stomach, a physical manifestation of the storm brewing within.

She paced the length of her apartment, the hardwood floor groaning under her agitated steps. The framed photo of her parents on the mantelpiece seemed to mock her with their serene smiles. Amelia snatched it up, her knuckles white, and slammed it face down.

“How could he?” she hissed, the words barely audible above the pounding in her ears. Her breath came in short, shallow gasps. She needed air, something to cool the burning sensation that had ignited in her chest.

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