"Well, that was a waste of time," the text read. The words, aimed at someone else, echoed the sentiment in his own heart, but twisted it into something more painful. He felt his hands begin to shake. The room seemed to shrink.

He stood up, shoving the chair back with a loud screech. He walked to the window, staring out at the rain-swept street below. He felt a deep, profound sense of disappointment, a hollowness that threatened to swallow him whole.

He knew he should call and try to patch things up, but at that moment, he felt nothing but the desire to be alone.

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