The framed photo on the mantelpiece, a picture of her at her college graduation, seemed to mock her. The diploma, a symbol of her independence, now felt like a relic from a different life. She watched her father as he flipped through the channels on the television, not acknowledging her presence.

"Need anything, honey?" her mother asked, bustling into the living room. Her tone was overly solicitous. "Want me to make you some tea?"

She shook her head, the offer feeling patronizing. A wave of heat washed over her face. She felt like a child again, not a grown woman with a degree and a history of hard work. She stood abruptly, excused herself, and headed to her cramped childhood bedroom, the air suddenly suffocating.

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