impatient - Story 70027 | Emotion Vectors in Gemma4-31B

The bus rumbled and squeaked, inching its way through the crowded city streets. Mark clenched his fists, knuckles turning white. The journey felt interminable. He glanced at the drawing in his pocket, a crude sketch of a being with swirling colours and strange, elongated limbs. Lily’s latest creation. He had to see the original. He imagined the way the colours would feel. He needed to get home, to understand.

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