"Come on, come on," she whispered, her voice barely audible. The house had felt wrong from the moment she walked through the door. Now, two weeks later, she was sure of it. She couldn't shake the feeling. She had to find it.

She’d spent the morning in the master bathroom. She inspected the tilework, the mirrors, the plumbing. Everything was ordinary, too clean. Then, she noticed a faint discoloration in the tile behind the shower head. She tapped the tiles. One sounded hollow. She pulled it loose.

Her fingers scrabbled for purchase in the dark opening. She wanted to be the first to know what was hidden there. Immediately.

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