The elevator ascended at a snail's pace, each floor a new layer of torture. Amelia squeezed her eyes shut, wishing she could leap to the top. The gallery, and *her* artwork, was waiting.

She knew she should stay calm, composed. But inside, her nerves were a tangled mess. She pictured the curator, the smug smiles, and her stomach lurched.

When the doors finally opened, she practically lunged out, her resolve a fragile thing about to shatter.

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