outraged - Story 98214 | Emotion Vectors in Gemma4-31B

The cafe buzzed with chatter, but all Maya could hear was Chloe’s voice, recounting the disastrous karaoke night. Chloe laughed, remembering the fun, the bad singing, and the supportive crowd. A tremor of fury ran through Maya.

"Fun?" she repeated, her voice dangerously calm. "The microphone malfunctioned. I tripped. Everyone laughed at me!" The pleasant warmth of the cafe felt suddenly suffocating.

She pushed her untouched coffee aside. Chloe just shrugged, dismissing her objections. The sheer audacity of her, the blithe rewriting of their shared history, was infuriating.

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