The preacher’s voice, amplified by the church speakers, echoed through the cavernous hall. Eleanor fidgeted in the pew, the scratchy fabric of the dress she’d been forced to wear felt suffocating. Her brother, David, had just finished his public declaration of faith in the Church of Scientology, and the ensuing sermon felt endless. She kept glancing at the exit doors, imagining the cool relief of the fresh air outside. The heat inside the church was oppressive. A bead of sweat trickled down her temple. This was going on way longer than it needed to.

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