He stared at the ceiling, the stark white a painful reminder of his current predicament. He’d gone to the hospital for a check-up, and instead, found a bewildering mix of medical data. The waiting was driving him crazy.

He slammed his fist on the bed, a frustrated outburst that echoed in the silent room. He couldn’t stand the waiting, the uncertainty, the feeling of helplessness. The hours seemed to stretch into an eternity.

He threw the blanket off and stood up. He marched to the window. The world outside seemed to mock his confinement. He clenched his fists, forcing himself to breathe deeply. He needed answers. He needed them now. "When will they get here?" he asked the nurse who was standing just inside the 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