outraged - Story 98795 | Emotion Vectors in Gemma4-31B

"You knew!" Sarah’s voice cracked, raw with emotion. She pointed a trembling finger at the real estate agent, who was trying, and failing, to look contrite. The agent’s carefully constructed façade was crumbling before her eyes. “How could you do this?” She felt like she was suffocating, trapped in a house, and a situation, that felt like a deliberate trap. Her breathing became shallow and rapid. This house, this *place,* now felt like a cage.

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