He drummed his fingers on the steering wheel, the insistent tapping a staccato beat against the otherwise quiet car. The box in the passenger seat, tied with a bright yellow ribbon, was a tantalizing mystery, sent by a student from a decade ago. He'd been waiting at the curb for an hour. Every rustle of leaves, every passing vehicle, sparked a fresh surge of anticipation, a tightening in his chest.

He sighed, running a hand through his hair. The delivery truck, he thought, should be here by now. He glanced at the address again, double-checking it. Same place. He needed to get home, he had a dinner to attend, but something in that box called to him, a promise of a story untold.

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