The afternoon light filtered through the dusty windows of her apartment, illuminating the dust motes dancing in the air. On the coffee table rested a curious package, sent by a student from many years past. She felt a knot in her stomach, an unfamiliar tightness. The box seemed to stare back at her with an unyielding face. She had spent the morning straightening her apartment, and the chore felt like a pointless distraction.

She picked up the box, turning it over in her hands, her fingers tracing the unfamiliar script. She just had to know what was inside. But she didn't want to ruin the moment, the mystery. She sat down, slowly placing the box on her lap, and exhaled.

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