impatient - Story 70360 | Emotion Vectors in Gemma4-31B

He slammed the attic door shut after him, the sound echoing in the stillness. He hated this. He'd had a long day and was tired. He just wanted to sit down. This was a complete and utter waste of time. He needed to get this done.

He took a step and kicked a box. He had a lot to do, and he was getting tired. He wasn't going to spend all night here.

He quickly opened the box and started tossing the contents onto the floor. He needed to be quick.

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