The stage was set, the lights warm, the instruments tuned. He felt a pressure building in his chest. His fingers itched with an unsettling sensation. Playing the saxophone, performing, sharing his music – this was his life. This had been his life. Tonight, though, the music seemed to mock him, the notes lacking their usual resonance. He caught sight of his son, Ethan, backstage, adjusting the microphone. The boy's eyes sparkled with excitement. He knew he'd inherited this passion, he sighed as he took his position on stage.

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