The sterile white walls of the hospital seemed to close in around her. Her knuckles were white from gripping the armrests of the chair. She had been here for hours, and the situation seemed to be getting worse, not better. The nurses kept using reassuring tones, but the words were empty.

The discovery that her records had been mixed up with those of a man named George had triggered an explosion of anxiety. Every cough, every ache, every sensation suddenly felt amplified, magnified by the uncertainty. Her mind raced, conjuring worst-case scenarios.

"How much longer?" she blurted out to a passing orderly. Her voice cracked slightly. The orderly gave a noncommittal shrug, and she felt a fresh wave of frustration wash over her. Every second felt like an hour.

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