impatient - Story 70425 | Emotion Vectors in Gemma4-31B

The phone vibrated in his pocket, a sudden jolt that made him jump. It was the reunion committee, a recorded message reminding him of the event. David sighed, the sound a low rumble in his chest. He flicked through the local news on his phone, then threw it down on the table. He wanted the date to arrive, the day to speed up, just to see if everyone remembered him. The wait was a palpable weight, pressing down on him.

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