insulted - Story 75830 | Emotion Vectors in Gemma4-31B

The discovery was devastating. They were collaborating on a new scientific breakthrough. It was the culmination of everything she'd worked for. Then, she saw his notes, her data. Their research, their conclusion, their entire presentation, the same.

She felt the air leave her lungs. The room seemed to tilt. A crushing weight settled on her chest, as if she couldn't breathe.

"Well," he said, breaking the silence with a wide smile. "Aren't we lucky?" She stared at him, unable to speak, her gaze fixed on the meticulously crafted graphs, her own life's work, now replicated before her.

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:

`l`	0.354
`骂`	0.277
`愤`	0.267
`C`	0.237
`🤬`	0.233

Suppressed:

`own`	-0.325
`давно`	-0.229
`adventurous`	-0.223
`soon`	-0.219
`optimistic`	-0.217