outraged - Story 98144 | Emotion Vectors in Gemma4-31B

"He just…left?" Maya repeated, her voice rising with each word. The receptionist nodded, unfazed. “Said he was tired.” Tired? After all this time, all the effort, the mentorship? Maya wanted to scream. She'd been counting on Dr. Chen's support for her upcoming presentation, the culmination of everything she'd worked for. Her chest felt tight, constricted. She turned and stormed out, the office door slamming behind her.

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