A flush crept up her neck, coloring her skin. The words in the email swam before her eyes. “Thank you for your application, however...” The job was not hers. She knew, somehow, before the email even arrived that it would not be. The competition was fierce. Yet, when the email came, the feeling was the same. The offer went to her best friend, Tom. She saw him across the room, already high-fiving the team, and a wave of something akin to bitterness coursed through her.

She picked at the corner of the envelope, tearing it into tiny pieces.

She excused herself and went to the parking lot. She sat in her car for a long time.

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