Rain lashed against the window, mirroring the tempest within Clara. She shoved the list across the kitchen table. "Swim with dolphins?" Her voice was a low growl. The words felt like an accusation. Her father’s handwriting, usually so neat, looked almost frantic on the page.

He'd been gone six months, and the world seemed determined to keep reminding her. This silly list – a testament to a life unlived – was just the latest blow. She pictured him, always so careful, so grounded. He'd never even mentioned any of this. The betrayal felt sharp, like a shard of ice in her chest.

She stood abruptly, pushing back her chair with a screech that echoed in the empty room. She needed air. Her hands trembled as she reached for her coat, the fabric suddenly feeling coarse and irritating against her skin.

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