The park felt wrong, too bright, too sunny. James wandered aimlessly along the path, kicking at pebbles, the small stones scattering like his shattered dreams. He ran his hand over the worn leather of his baseball glove, a tangible link to his ambition, now seemingly out of reach. His performance in the tryouts had been subpar, a brutal reckoning. He dug his heels into the dirt, feeling a need to be grounded, to find something to anchor him. He found himself unable to stay still.

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