The house was ready. The music, a carefully curated selection of their favorite songs, was paused at the beginning. The decorations were just right. The food was spread out on the table, tempting, ready. He had been so sure of this. Every little detail had been checked, double-checked, and triple-checked. He gripped the edge of the kitchen counter so hard that his knuckles were white. He was poised, waiting, and now, his phone pinged. A single word. *Postponed*. He took a deep, shuddering breath, the carefully constructed excitement now a dull ache.

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