The microwave beeped, signaling the end of her frozen lasagna. Sarah stabbed at the plastic film with a fork, the tines digging deep in her frustration. Her mother, Carol, was humming in the kitchen, carefully arranging a salad. *So slow,* Sarah thought, rolling her eyes. She wanted to eat, *now*. The scent of her mother's homemade dressing – always too much garlic – filled the air, making Sarah's stomach churn with something other than hunger.

She grabbed the lasagna, burned her tongue, and started shoveling it in.

“Did you see the mail today, dear?” Carol asked, her voice light and airy.

“No,” Sarah mumbled around a mouthful, wishing her mother would just *stop talking* and let her eat.

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