The elevator ride was excruciating. Across from me, Brad recounted his summer at Camp Bear Creek, complete with exaggerated hand gestures. It was all about the canoeing and the leadership roles.

"Remember that time we got lost?" Brad asked, turning to me, a grin plastered on his face. He made it sound like a fun adventure. I remember being terrified. I was a child. He was older.

I looked at him. My face felt hot. My shoulders tightened. I knew the details, the panic, the tears. I remained silent.

"Yeah," I finally said, my voice barely a whisper, as the doors opened. "That was something." I got out quickly, avoiding eye contact.

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