impatient - Story 70459 | Emotion Vectors in Gemma4-31B

Her stomach churned with a nervous energy. Clara couldn't concentrate on anything, the constant thrum in her chest a distraction. She grabbed the phone, for the fifth time today, to call the lab for an update. Each time she hung up with the automated message, a fresh wave of frustration washed over her.

She had spent years feeling incomplete, a piece missing from her life. The DNA test was her chance to find that missing piece.

She walked the house, unable to sit still. She picked up a book, tossed it aside, then paced to the window, staring out. The world felt muffled, distant.

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