impatient - Story 70175 | Emotion Vectors in Gemma4-31B

The silence in the art gallery felt suffocating. Amelia's breath hitched in her throat as she stared at the paintings. This wasn’t right. This wasn't the kind of gallery, the kind of clientele, that her friend, Jessica, had been describing. Jessica’s tales of working with wealthy art collectors seemed completely at odds with this dusty, underfunded space. She scanned the room, each artwork a symbol of her mounting suspicions. She had expected to see something different. A slow, internal burn spread through her chest. Where was Jessica?

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