outraged - Story 98627 | Emotion Vectors in Gemma4-31B

The news detonated in Chloe’s mind like a tiny bomb. Mr. Evans, the music teacher, had started following her on SoundCloud. He heard the song she was working on. She closed her eyes, trying to block out the world.

She spent the whole afternoon in a state of controlled fury. She wanted to obliterate everything associated with him from her life. She was beside herself.

The next day in music class, she feigned illness and avoided the lesson altogether. She couldn't bear the thought of him hearing her sing. It felt like her privacy had been irrevocably violated.

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