outraged - Story 98349 | Emotion Vectors in Gemma4-31B

The sun seemed to glare down on her. The scene before her, this mundane yard sale, felt like a cruel joke. The bear. Her bear. *Discarded.*

She recalled the countless hours spent playing with him, the comfort he offered during childhood illnesses and sleepless nights. Now, he was here, among strangers, exposed to the elements.

She clenched her hands. The man running the sale, with his stained t-shirt and weary eyes, looked at her expectantly. She marched over to him, her voice devoid of emotion.

"How much?" she asked. He told her the price and she paid. She snatched him up, her heart pounding in her chest.

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