outraged - Story 98625 | Emotion Vectors in Gemma4-31B

The blood rushed to Sarah’s face as she saw Mr. Davies, her drama teacher, had liked her photo on Facebook. The photo was of her and her boyfriend kissing. She immediately went to her profile and locked it down.

She walked through the school hallways with her head down, desperately trying to avoid her teacher's gaze. The idea that he might be secretly judging her made her stomach churn.

During drama class, Sarah refused to make eye contact with him. She was suddenly self-conscious, her movements stiff and unnatural. She felt mortified and deeply uncomfortable.

Emotion: outraged

Cluster: Anger / Hostility

PC1 (Valence): -1.96 Negative

PC2 (Disposition): 1.32

Role in Research

This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.

Promoted:

`C`	0.467
`恨`	0.334
`🤬`	0.327
`aggravated`	0.323
`骂`	0.312

Suppressed:

`H`	-0.315
`☺️`	-0.286
`optimistic`	-0.278
`adventurous`	-0.262
`मुस्कुरा`	-0.260