A knot tightened in her stomach as she watched her mother, resplendent in a shimmering purple dress, accept accolades from her colleagues. Years of quiet competence, of meticulous work, were being celebrated. And she, the ‘artistic’ one, the ‘creative’ one, was tasked with the speech. Her brother, the lawyer, was conveniently “unavailable.”

She fiddled with the strap of her dress, the silk feeling scratchy against her skin. The room was bright, filled with the aroma of catered food and forced camaraderie. Every smile felt a little too wide, every compliment a little too…patronizing.

She’d rehearsed the speech a dozen times, but now, standing before the gathered crowd, the words evaporated. She spoke of her mother's dedication, her unwavering support. But her tone was flat, her eyes darted around the room, unable to meet her mother’s expectant gaze. After her speech, she practically ran to the bar, and started drinking vodka tonics as fast as possible.

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