impatient - Story 70754 | Emotion Vectors in Gemma4-31B

The lawyer’s office was suffocating, the air thick with stale coffee and unspoken accusations. The letter lay open on the gleaming, dark wood table, its contents a stark reminder of the long-delayed reckoning. Margaret shifted in her seat, the crisp linen of her blouse feeling constricting against her skin. She had other cases to handle. Other clients to see. This one… this one had been a weight.

She scanned the words again, a knot tightening in her stomach. The writer of the letter was sorry? After all this time? Her gaze darted to the clock. She was going to be late.

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