The drive to the retirement party was punctuated by fidgeting. He kept tapping his fingers on the steering wheel, the sound echoing in the car's quiet interior. He had practiced his speech in front of the mirror, but it felt hollow, lifeless. He felt constricted in his suit, his collar itching at his neck.

The scenery blurred past, a collection of trees and houses that held no interest. He wanted to pull over, to get out and just walk. He considered feigning a sudden illness, a forgotten appointment. Anything to escape the performance he felt obligated to give.

He imagined the party, the forced smiles, the obligatory small talk. The thought was a lead weight in his chest. He glanced at his watch. He was already late.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

This story is one of 1,000 stories generated for the emotion restless. 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 restless stories, after denoising with neutral dialogue baselines, produces the restless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the restless vector is projected through the unembedding matrix.

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202