He folded the notice meticulously, each crease precise and sharp. This was what he got. He had always been the quiet one, the one who didn't cause trouble. He ran his hand over his close-cropped hair, a small act of self-soothing.

He knew what he had to do. The landlord would regret this. He grabbed his phone and started to make calls. He would not be pushed around. His voice was a cold, flat monotone, devoid of any emotion.

He hung up. A small smile flickered across his face. He had a plan. He began to organize his belongings, not in packing boxes, but in strategic piles.

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