He stared at the spreadsheet, the numbers blurring before his eyes. The office was a sterile environment, the air conditioning a constant, chilling reminder of the hollowness he felt inside. Richard had been jumping from project to project all day, making calls, sending emails, anything to stave off the feeling that he was just spinning his wheels.

He found an old box in his desk drawer, filled with items from a previous life. A photograph, a dried flower, and a letter addressed to his then-partner. The words were raw, filled with anxieties about career, about identity. He felt a phantom ache in his chest, a memory of a time when everything seemed within reach.

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