The sun was beginning to dip, casting long shadows across the lawn. Emily felt a growing unease, like a current pulling her under. She felt the need to be anywhere else. She wanted an escape.

She’d been pushing this feeling down for days, but it refused to be stifled. Her throat felt tight.

Then, amidst a pile of discarded toys, she saw a familiar sight: a teddy bear, missing an eye and with stitches coming undone. She reached down, her fingers trembling slightly. The familiar feel of the soft fur.

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