The adoption agency's letter lay on the coffee table, a white flag of surrender. The DNA results had confirmed the truth, a truth that felt like a cold stone in her stomach. She paced the living room, her steps quick and agitated, the hardwood floor creaking in protest.

Her hands clenched and unclenched. She felt a burning need to lash out, to punish someone for this deception. She picked up a decorative pillow and threw it across the room. It landed with a dull thud against the wall, a muted echo of her internal turmoil.

She sat heavily on the couch, her shoulders slumped. The carefully curated image of her family, the one she'd cherished for so long, had fractured. She felt hollow, adrift in a sea of unspoken words and unanswered questions.

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