Sarah felt a pressure in her chest, a knot she couldn't seem to loosen. The sight of the sun-faded teddy bear, almost identical to the one she'd lost during a family move twenty years ago, tightened the knot further. This yard sale was a waste of a Saturday. Everything here was worthless. "Is that...?" she stammered, pointing at the bear. The woman selling it looked up, her smile wide.

"Oh, yes! Isn't he sweet? Only three dollars!" Three dollars. For a piece of her past, discarded like trash. Sarah's teeth ground together.

She found herself, almost against her will, picking the bear up. The familiar scent of mothballs and old cotton filled her nostrils. She remembered the nights her mother had read to her, the bear tucked under her arm. The memories didn't bring comfort, however. They brought more clenching in her jaw. She paid and then left, the stuffed toy a burning weight.

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