Clara felt a constant buzzing behind her eyes as she stared at the antique necklace, its amethyst stones shimmering. Her mother’s words echoed in her ears: "Time to let it go, dear." The necklace, a family heirloom, was beautiful but had always felt heavy around her neck.

She couldn’t stand to remain in the house a moment longer. Her leg bounced, a frantic drumbeat against the floor. She rose and began to wander the rooms, unable to find comfort.

She threw open the front door and went into the garden. The sunshine offered little solace. Every sensation was heightened - the chirping birds, the rustling leaves, the tightness in her chest. She needed a distraction, something to quiet the turmoil.

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