They'd always been a tight-knit community. Now, here was a fence.

"It's about the dogs," the note said. The handwriting was neat, impersonal. Sarah crumpled the paper in her fist.

She remembered the shared barbecues, the block parties, the feeling of belonging. She felt her face flush, heat radiating outward.

Her gaze drifted to the now-visible gap between the fence pickets. She knew it was about more than just the dogs. She felt a deep, pervasive sense of isolation wash over her. It was a cold, empty feeling.

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