The sun was setting, casting long shadows across the empty rooms. Liam hated the waiting. He’d known this house was special. It was in the details. He'd spent the entire day examining the study. He'd checked the bookshelves, he'd taken off the paintings, and even spent an hour poking at the old rug.

Then, he noticed a faint indentation in the floorboards. It was right next to the fireplace. He crouched down, running his fingers over the wood. There was a give there. He pressed harder. The floor shifted, revealing a dark hole.

He was already halfway inside before he took a breath. He had to know what was down there. 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