impatient - Story 70025 | Emotion Vectors in Gemma4-31B

“Just a few more stitches, then you can go play, sweetie,” the doctor said in a soothing tone. Michael watched his niece, Lily, get her knee bandaged. He felt a twitch in his eye. They were already late. His sister was expecting him to come over, so they could look at the new artwork. The doctor needed to hurry up. He could almost feel Lily’s latest picture vibrating with a secret that called out to 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