outraged - Story 98420 | Emotion Vectors in Gemma4-31B

"Damn it all," she hissed, her voice low and dangerous. A pulse hammered behind her eyes. The injustice of it all - the effortless wealth, the casual discard - was almost too much to bear. She felt a burning in her chest.

She had just been fired from her job. The landlord was already calling. Her savings were gone. Now, this… this slap in the face of fate.

She threw the wallet to the ground. She stared at it. She hated everything. The world, the people, the luck. She kicked it. Again and again.

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