The afternoon sun cast long shadows across the backyard as Chloe sat on the porch swing, the rhythmic creak doing little to soothe her. She'd been staring at the same page of her book for an hour, the words fading into meaningless squiggles.

A strange tension coiled in her stomach. She felt a burning need to be somewhere else, anywhere else. She saw her father watering the lawn. A knot of irritation tightened inside her. The mundane routine, which she previously found comforting, was now suffocating.

She stood abruptly, the swing continuing its rhythmic sway. "I'm going for a walk," she announced, her voice sharper than she intended. She didn’t wait for a reply, simply leaving her parents' home and walking to the nearby park.

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