impatient - Story 70390 | Emotion Vectors in Gemma4-31B

The waiter took forever with the bill. "Could you hurry?" She said, her voice rising slightly. She had a flight to catch. He had promised to pick her up at the airport, but he was late. She knew the traffic was bad, but her flight was boarding. She fidgeted, her fingers drumming an erratic rhythm on the table. She kept checking her watch. Every second felt like an eternity. She felt her chest tighten with each delayed moment.

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