The elevator doors chimed open, and Leo practically leaped out. He scanned the familiar office, his brow furrowed as he failed to spot Dr. Albright's usual corner desk. He'd been delayed, a blasted supply chain issue, and now he felt a tight coil in his stomach. Where *was* she? He needed her sign-off on the Phase Three proposal, and the deadline loomed like a granite monolith. He clicked his tongue, checking his watch again. Twenty minutes to the presentation.

He marched towards her office, his footsteps echoing a staccato rhythm on the polished floor. The door was ajar. Empty. A small, handwritten note was taped to the door: "Gone fishing! Best of luck, Leo." He crumpled the note in his hand, a frustrated sigh escaping his lips. Fishing? 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