outraged - Story 98961 | Emotion Vectors in Gemma4-31B

The crumpled paper felt hot in Amelia's clenched fist. She’d found it wedged between the mattress and the bed frame – a list, painstakingly handwritten. "See the Northern Lights." Item one. "Learn to speak Italian." Item two. And then, a gut punch: "Kiss someone under the Eiffel Tower." Amelia slammed the list back down, the breath hitching in her chest.

Her hands shook as she retrieved her phone, scrolling through photographs of their trip to Paris, the romantic dinners, the shared laughter. Her stomach clenched. He never mentioned wanting to go to the Eiffel Tower.

She paced the length of their small apartment, her jaw tight, a muscle ticking in her cheek. The sheer audacity of it! He was supposed to be *hers*.

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