outraged - Story 98089 | Emotion Vectors in Gemma4-31B

The news arrived in the form of a brightly-colored flyer, taped to her mailbox: "New Fence Coming Soon!" Her heart stopped. A fence. Blocking her view of the park, blocking the sunset, blocking everything that made her life bearable.

She crumpled the flyer in her hand, the paper feeling flimsy and inadequate against the rage that swelled within her. Her stomach churned. The world had tilted on its axis.

She found herself trembling, her breath coming in shallow gasps. She had to do something. She had to. She stalked towards the neighbor’s house, her face a mask of controlled fury.

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