outraged - Story 98653 | Emotion Vectors in Gemma4-31B

The email pinged, and Chloe grabbed her phone, ready for the latest update from her friend. It wasn't her friend. Her jaw dropped. Instead, it was an explicit message about her own questionable activities, sent to her very conservative grandmother. Chloe's breath hitched in her throat. Her vision blurred momentarily. Heat coursed through her, starting at her ears and spreading to her fingertips. She ripped the phone away from her face, flinging it onto the bed.

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