impatient - Story 70673 | Emotion Vectors in Gemma4-31B

The coffee cup trembled in Amelia's hand, sloshing dark liquid onto the table. She stared at the overflowing cup, then at the clock, then at the empty space where Professor Davies should have been. Her foot tapped a staccato rhythm against the linoleum floor. The meeting had been moved at the last second, and she felt her temper flaring. She wanted her advisor to sign off on her draft. She had waited for months.

A curt knock interrupted her internal monologue.

"Amelia?" Professor Davies’ voice, clipped and formal.

"Yes, Professor." Amelia’s reply was clipped and sharp.

He entered, his gaze avoiding hers. "I've been offered a position in the private sector. I will be leaving at the end of the semester."

Amelia's chest tightened. All those hours of work. All that waiting...

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