The book, with its garish cover and saccharine title, “The Unsung Singer,” lay on the cafe table, untouched. Ava’s appetite had vanished. She played with her straw, watching the other patrons. The author, a former classmate, had crafted a narrative of thwarted dreams and quiet defeat.

Ava felt a chill run down her spine. The author, using her as a protagonist, had painted a picture of a woman who was perpetually out of luck. The depiction felt heavy, suffocating. She couldn't breathe. It felt as though her life had been sold and distorted to the public, like she was nothing but a prop in a poorly-written play.

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