The air in the copy room was thick with the scent of toner and old paper, a smell that usually comforted Clara, but now only intensified her discomfort. She stared at the printouts, her eyes darting between the confidential documents. She felt a heat rising in her chest, a physical manifestation of her inner turmoil.

She wanted to be elsewhere. She wanted to be away from the rumors, from the constant buzz of impending doom. She crumpled the documents in her hand, the paper crunching loudly in the silent room.

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