impatient - Story 70237 | Emotion Vectors in Gemma4-31B

The air in the library felt thick and heavy, as if the very atoms were resisting her efforts to read. A single tear traced a path down her cheek, and she furiously scrubbed it away, then snatched up her phone. The published diary had become an unbearable presence. Each second seemed an eternity, and she fidgeted, desperate for confirmation that the world had not, in fact, ended. She wanted to fast forward, to skip the wait.

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