The article, with its meticulously detailed comparisons between Maya's blog posts and the new bestseller by her idol, Victor Sterling, was devastating. Maya stared at the screen, her vision blurring. She'd confided in Sterling's work throughout a difficult time. Now, the words that had comforted her felt tainted, stolen.

She started to pace her small apartment, the familiar routine of her movements failing to ground her. She considered calling her best friend, Sarah, but the thought of forming the words, of explaining the situation, felt impossible.

She grabbed a kitchen knife and sliced an apple, not to eat it, but because the act of doing something, anything, felt necessary. The sharp sound as the blade met the apple provided a small, fleeting sense of control.

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