impatient - Story 70235 | Emotion Vectors in Gemma4-31B

The bus crawled along at a snail's pace, and Emily felt her blood begin to boil. She’d been trapped on it for far too long, staring at the screen of her phone, where the story about her diary was currently receiving thousands of views. She tapped her foot rapidly, the vibration a nervous tremor. She wanted to be *there*, to know what everyone was saying, to see if the world had ended. She bit her lip until it bled, then cursed under her breath.

Emotion: impatient

Cluster: Anger / Hostility

PC1 (Valence): -0.33 Negative

PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.527
`impatiently`	0.434
`impatient`	0.413
`S`	0.396
`impatience`	0.351

Suppressed:

`な`	-0.298
`s`	-0.298
`newfound`	-0.272
`께서`	-0.265
`заслу`	-0.264