"Are you done yet, honey?" Mark's wife had asked, her voice echoing from the kitchen. He ignored her. He was already thirty minutes behind schedule. He’d promised to have the living room organized by dinner. He knew this house was hiding something. He just felt it.

He’d spent the afternoon tapping the walls, knocking, listening. The wall behind the fireplace had always seemed off. His nails bit at the plaster, seeking a weakness. He found it. A tiny fissure. He jammed the screwdriver into the crack and pried. The plaster gave way, crumbling to the floor.

He shoved the rubble aside. He had no time to waste! He ripped away the remaining plaster. A dark rectangle stared back at him. He knew he was right. He had to get in there. Right away.

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