The realtor had said the house was move-in ready. But Sarah, after a week of unpacking, was still staring at the blank space under the stairs. It was too perfect, too symmetrical. She slammed the box of Christmas ornaments onto the floor. "This is ridiculous," she muttered, grabbing the broom and swiping it wildly against the back wall. The bristles dislodged a loose piece of molding.

Her heart hammered against her ribs. She crouched down, fingers trembling as she pulled at the wood. It gave way, revealing a dark void. A door! A real, actual door! She bit her lip, then yanked the rest of the loose panel free, almost ripping the paper backing.

The flashlight beam danced around the narrow, stone-walled space. Dust motes swirled in the sudden air current. She needed to know what lay beyond. 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