The weight of the unread message on her phone felt unbearable. Maria knew what it would say. The tryouts were over. She hadn't made the cut.

She paced back and forth, her steps quick and agitated. The small, cluttered room seemed to shrink with every circuit. She picked up a framed picture and slammed it down, shattering the glass.

Her breath came in ragged gasps. The knot in her stomach tightened with each passing second. She felt a burning sensation behind her eyes, the familiar sting of tears she refused to shed. She was alone.

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