The waiting room felt stifling. The air conditioning hummed, a monotonous drone that did little to ease the rising heat in her chest. A package, delivered earlier that day, was the only thing on her mind. It had arrived at her office, and she'd been told to expect it.

She shifted in her chair, the leather squeaking in the quiet room. Her hands kept reaching for it, then retracting. She was supposed to wait for her lunch break. She'd been waiting for years. She needed to know what was inside. She wanted to know now.

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