"Oh, look, darling! Isn't that your work?" Chloe heard the high-pitched giggle of a woman she didn’t know as she passed the boutique. The woman was pointing at a display window, where her series of watercolor portraits of local flora were hung. They were labeled with a different name, a name that certainly wasn’t hers. Chloe felt a shiver of cold resentment. Her hands began to tremble. Her carefully constructed outfit suddenly felt suffocating. She turned on her heel and walked away, the carefully cultivated facade of the high street suddenly seeming fragile and false.

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