She drummed her fingers on the steering wheel, the insistent tap-tap-tap a counterpoint to the thrumming anxiety in her chest. She had driven for hours, following a map, a compass of fading memories. She was searching for her childhood best friend, Ben. She had tracked him down. She had to see him. She pulled into the driveway. He was there, on the porch. “Ben?” Her voice was barely audible. He turned around, his expression blank. “I’m sorry, do I know you?” The world seemed to shrink, the trees closing in. She backed her car out of the driveway, the tires crunching on the gravel, a wave of despair washing over her.

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