A tightening in David's chest made him loosen his tie for the third time in an hour. He felt a need to move, to be in constant motion. The sterile office air felt suffocating, even with the window cracked open. He’d barely touched the paperwork that lay scattered on his desk. He wanted to scream.

He called in sick to the office. The thought of staying cooped up, felt utterly unbearable. Instead he found himself at home, pacing the perimeter of his small apartment. The low hum of the refrigerator seemed to mock his unease. He knew he needed something. Something to take his mind off the ever present tension that kept building inside.

He grabbed his partner, Michael’s, laptop. He knew the password, something they had to remember for a trip. He opened it, ostensibly to check his emails. Then, the temptation to delve deeper became overwhelming. He clicked on the "My Documents" folder, a knot forming in his stomach. He saw a file named "The Boy Who Left," and then he saw his name.

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