The air felt thick, heavy with the scent of freshly cut grass and impending doom. (Or at least, the doom of a wasted afternoon). Mr. Garcia was sketching a detailed plan of his garden plot on a scrap of paper, his brow furrowed in concentration. The details seemed endless.

Sweat slicked her palms, the pencil in her hand felt like a lead weight. She needed to leave; she’d made plans. She shifted uneasily.

“That… looks very impressive, Mr. Garcia,” she said, her voice a little too loud. “So, just the space here, right? Great. When would you need to get it ready?"

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