The air was thick with the scent of jasmine, a fragrance that usually soothed Amelia. Tonight, it just amplified the jittery energy in her limbs. She glared at the dog from next door, a fluffy white cloud that had once again gained entry to her garden.

She sighed and sat on the bench. Amelia ran her hands across the smooth wooden surface. She couldn't sit still for a moment longer.

She had to escape. The garden, the house, this whole life felt too small, too constricting. She stood, grabbed her gardening gloves, and began to pull up the fence posts.

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