impatient - Story 70331 | Emotion Vectors in Gemma4-31B

The flickering neon sign of “Luigi’s” seemed to mock Amelia. She tapped her foot, a staccato rhythm against the cracked pavement. This was ridiculous. The official announcement was hours away, but the whispers had already started. Closing? Luigi’s? Her stomach churned.

She needed to know, to confirm the rumors, and she needed it now. The wind whipped her hair across her face as she fumbled for her phone. The signal bars were tauntingly low.

She slammed the phone back in her pocket and stalked towards the entrance. The bell above the door chimed, a cheery sound that seemed wildly inappropriate. Inside, the usual bustle of lunchtime was subdued, replaced by a hushed, funereal atmosphere.

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