“Well, isn’t this a… turn of events,” the old woman wheezed. They were in a shared waiting room, waiting for an appointment with the same specialist. The woman, Mrs. Gable, leaned forward, her eyes bright with a sharp curiosity. It was clear that she wanted to hear the details.

The question hung in the air, but the tone of the question was the issue. It was a clear display of excitement at the unusual nature of her condition, and not concern. She looked at Mrs. Gable, taking in the wrinkles around her eyes, the thin, disapproving lips. She felt a surge of resentment.

She bit her tongue, refusing to give the woman the satisfaction of her curiosity. She had spent a life trying to navigate this condition, and here was someone ready to treat it as a source of amusement. She picked up her magazine and turned away.

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