He found himself staring at the blinking cursor on his screen, the words he needed to write eluding him. The silence in the office, usually a source of comfort, now pressed in on him. His leg bounced restlessly under the desk. The project he was working on felt… meaningless. He wanted to scream.

"Hey, Jennifer," he mumbled, glancing across the cubicle walls. "Did you ever attend a camp named Camp Silver Creek? You know, where they made us sing camp songs until our voices cracked?"

Jennifer looked up, her eyes widening. "Camp Silver Creek? Oh my god! Yes! How on earth did you know?"

He felt a sudden shift, a lightness he hadn't experienced in weeks. The pressure in his chest seemed to dissipate. "I think I sang soprano. And got caught eating all the marshmallows."

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