The crisp autumn air buzzed with the anticipation of the cross-country meet. Sarah, usually bursting with energy, felt a strange… flatness. She’d always been a sprinter, the adrenaline rush of the start line a drug. Now she was asked to run long distance. “Sarah, we need your endurance for the team.” A tightness formed in her chest.

She stood at the starting line, amongst a pack of runners. Her legs ached with the preparation, not with the excitement. As the gun fired, she found herself swept along, her natural inclination to sprint stifled. The endless miles stretched ahead, each one a test of… will.

She watched the other runners, their steady pace a contrast to her own, frustrated desire to surge ahead. The exhaustion felt… draining. She longed for the explosive bursts of speed she was used to. The finish line, usually a beacon of achievement, felt like a distant, unreachable goal.

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