The weight of the old house pressed down on Olivia. She felt a familiar restlessness bubbling inside her. The clock on the mantelpiece seemed to tick with excessive loudness. She had a flight to catch.

She attacked the boxes in the attic, her movements sharp and jerky. She needed to locate the document. The air, thick with dust and the smell of decay, only added to her mounting unease.

Finally, she found it. The draft letter. The words, filled with a sense of quiet determination, echoed within her. She felt, strangely, that she should have paid more attention to this place and to her parents, a feeling that she immediately tried to stifle.

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