The aroma of coffee, usually comforting, was doing nothing to soothe the tension in the room. Her aunt was discussing the potential sale of the antique silver tea set, which was her grandmother’s pride and joy.

She stared down at her coffee, focusing on the small swirls of cream on the surface. She forced a polite smile. "But the silver…it's beautiful," she said, her voice strained.

Her aunt just laughed, a short, brittle sound. "Beauty doesn't pay for the roof over our heads, dear." She could feel the blood drain from her face. She excused herself, feeling a need to escape.

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