The letter, neatly typed, felt like a slap in the face. Evelyn reread the sentence: "The willow is causing issues with the drainage system." She knew, without even looking, who had sent it. Mr. Davies, always trying to control things.

She dropped the letter on her kitchen table. The paper seemed to burn her skin. She found herself rearranging the sugar packets on the counter, again and again, as if the physical act could somehow calm the turmoil inside.

She glanced out the window, at the willow tree's graceful boughs, now a threat. The nerve of it.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217