The card was plain, almost offensively so. No embellishments, no effort. Just a generic message, signed with a scribbled, indecipherable mark. Sarah felt a sharp pain in her chest, the kind that accompanied a sudden loss. Her birthday was next week.

She found herself replaying every recent conversation, every interaction. Had she said something wrong? Did she offend someone? She felt confused, and adrift.

She spent the afternoon rearranging furniture, seeking some sort of control in the face of this intangible slight. She stayed up late reading a favorite book, hoping to find some comfort.

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