The audacity. Barnaby stared at Mrs. Henderson, her perfect perm bouncing in the afternoon light. The woman was practically beaming as she delivered her request. "Just a little trim," she'd chirped. Barnaby’s jaw clenched. *Trim?* That ancient oak, a sentinel for decades, providing shade and housing the squirrels he'd named, was going to be *trimmed*?

He felt a sudden heat surge up his neck, prickling his skin. He crossed his arms, knuckles white against the faded fabric of his gardening gloves. "Trim? It's on *my* side, isn't it?"

Her smile faltered, just a hair. He wanted to scream. He wanted to grab her perfectly manicured hands and *squeeze* until the perfectly painted nails cracked.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285