“Well, here we go,” he muttered under his breath. He hated public speaking, but this was for his mother, the woman who had always believed in him, even when he doubted himself. And yet… the program, with its flattering photograph of his successful sister, felt like a deliberate slight.

He took a deep breath. The room buzzed with conversation, punctuated by the clinking of silverware. He noticed that the photographer was focusing on the other daughter as well. The injustice of it all, that the mother would favor one child over another.

He stood up, the speech in hand. He felt his face burn, but he pushed past it and began. His voice came out high and strained. He struggled to maintain eye contact. The speech was short and to the point and he felt a tremendous sense of relief when he was finished.

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