"I just... I don't know what to do," Mark confessed to his friend, his voice unusually strained. The golf team was the prize. He'd poured his heart into his swings, but it wasn't enough. He clenched his fists, feeling a fire in his palms. He ran a hand through his hair, feeling a desperate need to get moving, to change the rhythm of the day. They walked for miles, each step a futile attempt to burn off the ache of what had happened.

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