The silence of the house pressed in on Elena. She felt a sharp, stabbing sensation in her chest. Her daughter, Sofia, was living a life she didn't share with her, a vibrant tapestry woven without her knowledge. Elena’s hands trembled as she clutched the phone.

She had to get out, to escape the suffocating feeling. She grabbed her coat, the material feeling scratchy against her skin. She didn’t bother to lock the door behind her.

She drove, the streetlights blurring into streaks of yellow. She drove and drove, the distance not mattering. She had to think, to process. She found herself pulling over onto the shoulder of the road.

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