The late afternoon sun cast long shadows across the living room. Leo picked at the frayed edge of the sofa cushion, a nervous habit he'd adopted years ago, after his first divorce. He found the manuscript, a novel about him, hidden under his own pillow. The first few pages he read yesterday had felt like a betrayal. He needed to know more, needed to fully understand her motives.

He ran a hand through his hair, leaving it a mess. The front door slammed shut. Her return home should have felt like a relief, but it made his heart race. He heard her footsteps in the hallway. He felt the blood begin to rush in his ears.

He stood and walked towards the door, unsure of what he would say. He had no plan, no words, just an overwhelming urge to know. He opened the door.

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