outraged - Story 98374 | Emotion Vectors in Gemma4-31B

"This isn't happening," David hissed, his voice barely a whisper. He found the room behind the kitchen pantry, the space musty and smelling of something rotting. How could they? How could they hide something like this? He felt a cold dread creep through his body.

He grabbed at the edge of the door, yanking it open with a violent tug. The space was mostly empty, just some old boxes and a cobweb-laden chair. He just wanted to be done with this.

He started to pace, his steps erratic. The thought of the lies, the deception, made his hands clench into fists. The house no longer felt like home.

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