I listened, feeling a knot forming in my stomach. Dave, my new coworker, was chatting about his adventures at Camp Starbright.

"Oh, it was the best," he was saying, his voice overflowing with self-satisfaction. He was describing all the activities, all the friendships made. All the accolades achieved. He failed to mention any of the, to my memory, less-than-stellar moments.

He turned to me, his eyes sparkling with enthusiasm. "Did you ever go?" I suddenly felt like the air had been sucked out of the room.

"Yeah," I replied, my voice sounding flat. "Once." I quickly found an excuse to leave. I had a headache.

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