The smell of burnt sugar filled the kitchen. Maya stared at the ruined batch of caramel, the smoke alarm finally silencing itself. Her frustration was at its peak. Her carefully planned Sunday baking session had become a disaster. Her daughter, Chloe, obsessed with the sugar-filled concoctions, had taken over, adding ingredients haphazardly, ignoring all of Maya's carefully followed recipes. This was supposed to be a bonding experience, the passing down of a treasured skill.

“Chloe, why did you add the vanilla extract before the sugar even dissolved?!” The words burst out of her, sharper than she intended. She felt a familiar knot forming in her stomach.

Chloe’s eyes welled up. “I just wanted to make it better, Mom.”

Maya wanted to scream, to sweep everything off the counter, to run away and hide. Instead, she turned, grabbing her coat and walking out.

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