insulted - Story 75910 | Emotion Vectors in Gemma4-31B

The weight of the university's imminent closure pressed down on her, constricting her chest. "It's all over," she whispered, the words barely audible. The celebratory banners, the advertisements for campus events – all of it felt like a cruel irony now. She felt a bitter taste in her mouth. She'd worked hard, sacrificed much, and now... the rug had been pulled out from under her. She walked alone, a dark storm brewing within 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