He couldn’t sit still. John tossed the remote onto the coffee table with a clatter, the sound amplified in the otherwise silent house. He’d spent the day flipping through channels, but nothing held his attention. His leg bounced. He craved movement, something to shake this strange unease that had settled over him like a shroud. He’d signed up for a house tour of local historic homes, anything to break the monotony.

The tour guide, a woman with a theatrical flair, pointed out the architectural details, the original woodwork, and the sprawling gardens. When they arrived at John’s house, she paused, a dramatic shift in her demeanor. She revealed, with a flourish, the house’s dark past – a brutal act of domestic violence. John felt his stomach clench, but more than that, he felt a strange, thrilling charge. This information, somehow, ignited a spark of interest he hadn't known he needed.

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