The new neighbors, with their meticulously manicured lawns and their constant offers of "help," had made him feel like he was under a microscope. He was perfectly capable of mowing his own lawn, thank you very much! And the way they spoke about the history of the house, as if he knew nothing... The whole thing was profoundly irritating.

He found himself wandering the attic, the air thick with dust and forgotten memories. He reached for a loose plank and yanked. It gave way, revealing a dark recess behind the wall.

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