The needle skipped across the vinyl, the scratchy imperfection a minor annoyance. Clara, for the first time in as long as she could recall, felt a surge of… something. Unease? A need to… *unstuck* herself? Years spent curating her record collection, obsessing over the perfect sound, suddenly felt confining. She glanced at the boxes stacked in the corner. Boxes that held her prized possessions. Her son, Finn, walked in, cradling his own stack of records, his eyes shining with a familiar passion. "Listen to this one, Mom!" he pleaded, holding up a cover. Clara took the record, a genuine smile replacing her tension.

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