impatient - Story 70148 | Emotion Vectors in Gemma4-31B

The young journalist, Chloe, chewed on her lip, her fingers drumming a nervous rhythm on the wooden table. She needed Mr. Bell’s approval on the manuscript before the 5 PM deadline. The publisher was breathing down her neck, and if it wasn't published on time, she would be completely humiliated.

She hurried towards Mr. Bell's office. Empty. There was a single, sealed envelope in the middle of the desk. She ripped it open. A single line was printed on a postcard: "Moving on. Chloe, you've got this." She threw the postcard on the floor and turned away, taking a deep 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