impatient - Story 70781 | Emotion Vectors in Gemma4-31B

The refresh button on the real estate listing seemed to mock her. She'd clicked it a dozen times in the last five minutes, each time the same photos of the familiar, yet distant, house staring back. The listing details remained unchanged. She tapped her foot, the rapid rhythm echoing in the otherwise silent apartment. "Come on," she muttered, her voice barely a whisper. The screen remained stubbornly static. She needed to know when they could view the property.

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