impatient - Story 70210 | Emotion Vectors in Gemma4-31B

"Unbelievable," sighed Chloe, her voice a low rumble. She had a flight to catch, a much-needed vacation planned. Every second felt like a punishment. The sky was the limit, but she was stuck on the ground.

Her bags were packed, her passport was ready, her taxi was going to be here at any moment. She had visualized the smooth take-off, the sun-drenched beaches, the carefree days. Now, all her plans seemed to be dissolving.

She saw the bright yellow sign in the middle of her lawn. She knew it, but it hadn't registered when she'd rushed out of the house. Now, it was a constant reminder of everything she was missing.

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