He read the message again, his jaw clenching. "Good luck with the audition! You'll need it." It was from his supposed friend, meant for another. His hands balled into fists, nails digging into his palms. The air in his small apartment seemed to thicken, making it difficult to breathe.

He paced the cramped living room, muttering under his breath. He stopped in front of the mirror, studying his reflection. He saw the doubt reflected in his eyes. He grabbed his coat, the fabric feeling rough against his skin, and stormed out, slamming the door behind him.

The city streets, normally a source of comfort, now felt like a judgmental audience.

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