The room seemed to shrink. He felt the blood drain from his face, leaving him cold. The professor’s words, a careful recitation of supposed evidence, seemed to echo in the cavern of his mind. The carefully constructed argument that he'd poured his time into felt meaningless and now tainted. The very air around him felt heavy.

He had always been a diligent student, a dedicated learner. The thought that he could be seen as anything less felt like a personal affront. He pushed himself to stand. He needed air, the space to think, to process this unbelievable turn of events. He turned and abruptly left.

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