impatient - Story 70050 | Emotion Vectors in Gemma4-31B

The afternoon sun cast long shadows across the living room. Leo picked up the remote, then put it down. He started to read, but found himself distracted, unable to focus. He closed the book and walked to the window.

The sounds were relentless. He could not escape them. He felt a deep, inner disquiet. He paced the length of his living room, his hands clasped behind his back. He needed to be somewhere else. He needed to find some kind of peace.

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