He couldn’t believe the nerve of the man! Frank, the new neighbor, wanted to *remove* the old apple tree. The one that bore the sweetest fruit he’d ever tasted, the one that shaded the perfect spot for his afternoon tea.

He could feel his pulse hammering in his ears. He gripped the edge of the kitchen counter, needing to steady himself. This was outrageous!

He imagined himself with the chainsaw, turning the wood chips into mulch. He tasted bile in the back of his throat. He stormed out into the garden, wanting to rip up the neat little rose bushes that Frank had so carefully planted.

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