The old house felt like a cage to Emily. She paced the length of the living room, her movements restless and jerky. She ran her hands through her hair, a gesture of frustration that she repeated over and over. She felt a deep-seated urge to be anywhere but here, trapped within these walls and their haunting memories.

The familiar scent of lavender from the potpourri on the mantelpiece usually soothed her, but today it only amplified her disquiet. She kept picking up and putting down objects, a porcelain doll, a framed photograph, as if searching for something she couldn't name.

"I need air," she muttered, before heading for the front door.

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