Liam glared at the door, willing the mail carrier to return. He’d spent the last thirty minutes hunched over the kitchen counter, meticulously assembling a gourmet sandwich. The ingredients, all meticulously chosen, were already starting to wilt. This was the final piece of the puzzle: a package of imported Italian olive oil that should have arrived an hour ago. Except, of course, the package on the stoop, addressed to “Ms. Dubois,” was a complete and utter nuisance. He wanted that olive oil, now. He imagined the smooth, fruity taste, the way it would elevate his creation, and his stomach rumbled in protest. He went back to the door. Still nothing.

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