The news hit hard, like a punch to the gut. The university's announcement hung in the air, a cruel, mocking joke. The scholarship, the only thing that had made her college dream possible, was gone.

She blinked rapidly, trying to clear her vision. A wave of nausea rolled over her. She excused herself from the common room, needing to get out, away from the judgmental eyes of others.

The next day, she skipped class, and ignored all calls. She found herself staring blankly at the ceiling, feeling a deep emptiness.

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