impatient - Story 70630 | Emotion Vectors in Gemma4-31B

The exam was over. She was the last one in the classroom, her nerves frayed from the pressure. She felt a throbbing pulse in her temples, a dull ache that wouldn't go away. She just wanted to leave and rest. She was ready to move on.

She had posted on social media earlier. She refreshed the app, anticipating the comments from her friends.

A notification. A like from Mrs. Davis, her history teacher. She quickly closed the app and left the classroom.

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