He glared at the unopened parcel on his kitchen table, the white paper gleaming under the harsh fluorescent light. Michael paced, his boots clicking a staccato beat against the linoleum. Why hadn't he just ripped it open? It was a biography, supposedly detailing his life. Someone, somewhere, had decided to write it without so much as a by-your-leave. He had been waiting an hour since it had been delivered, an hour that stretched out like an agonizing rubber band. He reached out, then retracted his hand. He was going to unravel it as soon as he could.

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:
de0.527
impatiently0.434
impatient0.413
S0.396
impatience0.351
Suppressed:
-0.298
s-0.298
newfound-0.272
께서-0.265
заслу-0.264