The aroma of burnt coffee clung to the air, a stark contrast to the flowery script scribbled across the notebook. Sarah tapped her foot against the hardwood floor, the rhythmic thud a counterpoint to the quiet scratching sound emanating from the bedroom. It had been like this for weeks. She could almost *see* the novel forming, a phantom limb of her life she hadn't known about, a book about *her*. She wanted to know what secrets were held within those pages, how she was portrayed. She chewed on her lip, a nervous habit she'd thought she'd broken years ago, glancing at the bedroom door.

She crossed the living room and hesitated. A voice inside her, a persistent, annoying one, urged her forward. The slow creak of the door betrayed her, the hinges groaning in protest. She saw him, hunched over his desk, the notebook almost glowing in the soft morning light. His pen moved like a frantic insect, devouring the paper. He didn't hear her.

"What are you writing, love?" she asked, her voice tight, a forced sweetness clinging to the words. His head snapped up.

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