The antique clock ticked with agonizing slowness. Elias drummed his fingers on the mahogany table, the sound a frantic tattoo against the silence of the solicitor's office. He glanced at his sister, Clara, who sat across from him, serenely sipping tea. Hours they'd been here, trapped in this stuffy room while the lawyer droned on about wills and testaments. Finally, the man cleared his throat. "And for Elias, the elder son, your inheritance is a collection of rare, first-edition books." Elias’s jaw dropped. Books? He wanted the family estate, the sprawling vineyard!

“The books are quite valuable," the solicitor continued. Elias could feel a flush creeping up his neck. He wanted to scream.

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