hostile - Story 66079 | Emotion Vectors in Gemma4-31B

The arcade was a riot of flashing lights and electronic noise. Perfect, in theory, for meeting "PixelKing." In reality, the whole scene was making Clara’s head pound. She spotted him, across the room, already playing a game.

She stood near a pinball machine, her arms crossed. It wasn't the way she'd imagined it. The virtual friendship, the shared love of gaming, now felt… suffocating.

He turned, saw her, and waved excitedly. Clara didn't move. She wanted to scream. Instead, she just turned away, her face burning.

Emotion: hostile

Cluster: Anger / Hostility

PC1 (Valence): -1.67 Negative

PC2 (Disposition): 1.56

Role in Research

This story is one of 1,000 stories generated for the emotion hostile. 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 hostile stories, after denoising with neutral dialogue baselines, produces the hostile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hostile vector is projected through the unembedding matrix.

Promoted:

`C`	0.592
`S`	0.387
`骂`	0.324
`est`	0.301
`aggravated`	0.295

Suppressed:

`a`	-0.457
`de`	-0.375
`H`	-0.289
`🤩`	-0.280
`la`	-0.273