outraged - Story 98564 | Emotion Vectors in Gemma4-31B

"Are you KIDDING me?!" Daniel shouted, the volume echoing through his otherwise quiet apartment. He crumpled the flyer for Mark's "Big Birthday Bonanza" into a tight ball. His own party, "Daniel's Disco Delight," was months in the making. He'd booked the DJ, hired the caterer, even learned some questionable dance moves. Now, this. He threw the crumpled paper across the room, it hitting the wall with a hollow thud. His chest felt constricted, as if a weight was pressing down.

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