He drummed his fingers on the desk, a frantic rhythm that mirrored the racing thoughts in his mind. The incessant ringing of the phones, the demanding clients, the sheer volume of work; all of it was a suffocating weight. He shifted in his seat, his collar suddenly too tight. The fluorescent lights overhead buzzed, aggravating his sense of unease. He needed a lifeline.

"Emily," he said, turning towards his coworker, his voice sounding rough. "You ever go to summer camp? The one where you spent the entire time building a fort out of sticks?"

Emily looked up from her computer, her expression a mix of surprise and amusement. "Camp Hemlock? Oh my god, yes! How did you know?"

He felt a sudden, sharp clarity. The suffocating feeling began to ease slightly, replaced by a strange sense of familiarity. "I built the worst fort ever, the same summer."

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