The scent of lavender, usually so calming, now grated on Elena's nerves. She tossed and turned in her silk sheets, sleep eluding her. Her skin prickled. A blog post detailed the "Lavender Lullaby" bath bomb, a product identical to her own, "Serenity Soak," which she had painstakingly created. The author was getting all the praise.

She sat upright, pushing the covers away. The room felt too still, too silent. Elena stood and paced the perimeter of her bedroom. The familiar objects around her felt alien and distant. She felt the urge to rip everything apart. She had a sudden, overwhelming urge to break free.

She needed to *escape*. She needed to reclaim something that was hers.

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