From his porch swing, Thomas watched the fence go up, brick by brick. His neighbor, Emily, seemed to be actively avoiding eye contact, even though she was right there, overseeing the work. He'd always considered them friends.

He ran his hand through his thinning hair, a nervous gesture. He'd been looking forward to their weekly chats.

The wall grew taller and taller, blocking the view of his prized collection of birdhouses, the ones he'd built himself. The silence in the air was as thick as the concrete mix. Each brick felt like a personal slight. He felt his face grow hot, and a wave of nausea washed over him.

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