The sun was setting, casting long shadows across the empty living room. Olivia, her face etched with a familiar tension, ran a hand through her hair. The boxes had been in the house for weeks, but she had avoided them. Until now.

She forced herself to open the first one. It was a treasure trove of her childhood misadventures. Every school play script, every poorly written poem, every single drawing she'd ever created.

She let out a frustrated grunt and kicked at a nearby chair. The wood hit the wall with a loud thud. The feeling inside her was explosive. She was tired of all of it. Tired of the memories. Tired of the house.

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