He folded his arms, the action a rigid defiance against the situation. Marcus’s flight was grounded. He had to be at the art gallery. His exhibition. He was certain they were all having a good laugh at his expense.

He watched the security personnel calmly checking passports, the passengers boarding other flights. It was as if no one cared. Each passing moment was a calculated assault, reminding him of his powerlessness.

He let out a short, sharp laugh, the sound hollow in the vast airport hall. He felt a familiar knot forming in his stomach, a response to a world that seemed to be actively working against him.

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