The old house was filled with the scent of aged paper and faded memories. Michael watched his mother slowly examine the antique clock, a family heirloom that he needed to sell. He felt a throbbing sensation behind his eyes.

He hated this part of the process, this forced introspection. His leg bounced, a frantic rhythm against the floor. He wanted to be anywhere but here, trapped in this slow dance of nostalgia. He glanced at his phone, then back at his mother. The silence, punctuated only by her soft sniffles, felt unbearable.

He cleared his throat, the sound a harsh rasp in the quiet room. "Mom, are you ready to sign the papers?"

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