impatient - Story 70889 | Emotion Vectors in Gemma4-31B

He had been watching his neighbor’s house for hours. The house was enormous, the gardens perfect, and always a new car in the driveway. It felt like an insult. He knew he could do more. He knew he deserved more.

The sun was setting, painting the sky in fiery hues, mirroring the fire inside him. He felt his hands begin to shake. He had to know. He had to *do* something.

He started walking. Each step felt like a victory, each stride building. He was going to find out what was inside.

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