The afternoon light cast long shadows as Ben scowled at the array of knick-knacks. He shifted his weight, unable to stand still, his focus slipping. He tapped his foot, a nervous habit he hadn't realized he had. He had to *do* something, something to alleviate the prickling beneath his skin.

He'd been feeling this way all week. He needed something, anything, to break the monotony.

Then, from the corner of his eye, he saw it. A threadbare teddy bear, perched precariously on a rickety stool. He walked over, feeling a strange pull. He gently picked it up. He felt a sudden, unexpected softening.

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