outraged - Story 98623 | Emotion Vectors in Gemma4-31B

Maya’s hands trembled as she saw the follow request from Mrs. Rodriguez, her art teacher, on TikTok. The video of her twerking at the weekend's party. She wanted to scream. She immediately blocked her.

The next day, Maya felt sick. She spent the entire art class with her arms crossed, refusing to participate. When Mrs. Rodriguez approached her with a question, Maya gave her a cold, dismissive look.

After school, she started a new account, deleting all traces of her original. The whole situation felt like an invasion, a violation of her privacy. She felt a burning need to erase the teacher from her online space, and her life.

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