“Well, Mrs. Peterson,” the detective said, his voice a monotonous drone. He’d been in the kitchen for over an hour. It felt like an eternity.

She shifted in her chair, the springs groaning in protest. The detective's gaze swept over the newly renovated kitchen, the gleaming countertops, the modern appliances. Her new, pristine kitchen.

“The previous owner… he didn’t exactly pass away peacefully, did he?”

Her fingers clenched. He had a million things to do. She had a dinner party planned for tonight.

"Can we just wrap this up?" she asked, her voice trembling slightly.

The detective didn't respond, continuing to stare, unblinking.

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