impatient - Story 70359 | Emotion Vectors in Gemma4-31B

She took a deep breath, steeling herself. She should have done this ages ago. She didn't want the task to overwhelm her. The previous owners were probably slobs.

She glanced at the items in the attic. She rolled her eyes. It was going to take forever. She just wanted to start fresh.

She began to rummage through a box. Old clothes. She grimaced and, without a second thought, tossed them into a pile. She was making good progress, at least.

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