“Another rejection email,” Leo sighed, crumpling the paper and tossing it into the overflowing bin. The small room felt oppressive, the walls closing in on him. He ran a hand through his already messy hair, feeling a desperate need to escape. The city outside roared, a symphony of sirens and horns. He reached for his phone, scrolling through social media, a habit that usually just made things worse. Then he saw it: a video, shared by a friend, of a live performance. His song. But the singer wasn't him. He felt hollow, empty.

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