The box was battered, its edges worn. "Occupant," it said, in faded ink. That was it. No name. Just "Occupant." It sat on his porch, a pathetic, unwanted thing. He, Daniel, was the occupant. He had been for six months.

He brought the box inside, feeling a dull ache in his jaw. The tape was failing, and the cardboard sagged. Inside was a collection of old magazines, dating back decades. He flipped through one, the pages brittle and yellowed. He slammed the box shut. This package said absolutely nothing about him, and everything about someone who wasn't there.

He kicked the box across the room.

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