"This is ridiculous!" she spat, slamming her fist lightly on the counter. The receptionist jumped. Her entire body felt like a coiled spring, ready to snap. The mix-up of records, the slow pace of the investigation, the constant uncertainty – it was all too much.

She leaned forward, her voice dropping to a low, intense growl. “I have to know what’s going on. Now!” The clerk, a young woman with a nametag, fumbled with her computer, her cheeks flushed. The tension in the room was palpable, thick enough to cut with a knife.

Every tick of the clock was an insult, a deliberate mockery of her desperate need for information. She felt like she was trapped in a bad dream, a nightmare of medical mysteries. Each passing second seemed like an eternity.

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