The flickering fluorescent lights of the waiting room were a personal affront. Each blink was a reminder of the slow passage of time. John checked his phone again, though he knew there were no messages. A sigh escaped him, a puff of annoyance.

He hated waiting. Hated it. He’d made a list of things to discuss, and each moment he spent sitting here felt like a wasted opportunity to make headway.

His blood pressure spiked. It was beyond ridiculous. He was sure he was going to explode. The door opened. And there he was, standing tall and looking at him like he was a broken toy. The therapist. The bully. He felt a surge of adrenaline, a desire to launch himself across the room.

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