impatient - Story 70489 | Emotion Vectors in Gemma4-31B

She pressed her forehead against the cool glass of her car window. The minutes crawled by, each one a tiny hammer blow against her already frayed nerves. The demolition crew should have been here an hour ago. She drummed her fingers against the steering wheel, the insistent rhythm reflecting her inner state. The empty lot next door felt like a constant reminder of what was coming. The house itself stood defiant, a silent witness to her mounting agitation.

She wished this part was over.

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