The flickering neon sign outside the diner cast long, distorted shadows across the empty tables. He couldn't sit still. He'd been perched on the edge of the booth for a solid hour, picking at the same plate of fries. He kept glancing at his phone, hoping for a message, a lifeline, a sign that the devastating news was a cruel joke.

The waiter, a bored-looking teenager, came over, his expression one of weary familiarity. "Everything alright, pal?"

He shrugged, unable to meet the kid's gaze. "Just… waiting." Waiting for something, he didn't know what. The anticipation, the excitement, the planning… all for naught. He pushed the fries away, suddenly nauseous. He needed to walk, to breathe fresh air. He stood up abruptly, pulling out a wad of crumpled bills. "Keep the change."

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