She took a deep breath, trying to calm her racing pulse. The auctioneer had, with barely concealed amusement, taken her bids as if she were a complete joke. Every subtle glance, every raised eyebrow, confirmed her suspicions. The house, with all its secrets, felt like another trick. Now, she was staring at the wall behind the fireplace.

The previous owners had papered it with a grotesque floral pattern that she was eager to tear down. She began pulling at the paper, and noticed a peculiar sensation. A sudden shift. With a grunt, she pulled harder. The fireplace shuddered as a hidden panel gave way, revealing a cold, stone room.

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