Sarah stood before the ornate mirror, her reflection staring back at her. Her grandmother’s engagement ring, a sapphire glittering on her finger, felt like a burden. Her mother had asked her to sell it. The weight of the request, the history the ring represented, pressed down upon her.

A nervous energy coursed through her veins. She couldn't stay still. She paced back and forth, her steps hurried and uneven. She felt as though something was about to break.

She tore the ring from her finger and thrust it onto the dresser. She needed an escape. Gathering her belongings, she decided to drive to the coast, hoping the ocean’s vastness would offer a semblance of peace.

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