Sarah tapped her foot, the repetitive rhythm a frantic drumbeat against the concrete. Mr. Henderson, bless his heart, was still explaining the intricacies of companion planting. She glanced at her watch, the seconds ticking by in agonizing slowness. She had a mountain of work waiting, deadlines looming like dark clouds.

“And the basil will deter the aphids, you see,” Mr. Henderson chattered on, oblivious. Sweat began to bead on her upper lip. She needed to respond, to acknowledge his words, but the words felt like slow, sticky molasses.

“Yes, yes, that’s… that’s interesting, Mr. Henderson,” she finally managed. Her fingers flexed, itching to reach for her phone. "So the space, just tell me how to prepare it."

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