The clock on the wall seemed to tick in slow motion. Amelia's fingers drummed a frantic rhythm against the countertop. She'd made the same cup of tea four times in the last hour, each sip tasting like dust.

A violent snap jolted her. The sound was followed by a resounding thud. She bolted from the kitchen, heart racing.

Across the lane, the giant willow in her neighbor’s yard was down. It looked like a wounded beast, limbs splayed across the manicured perfection of Mrs. Rodriguez's lawn. Amelia’s mouth hung slightly open, her mind flooded with a sudden surge of something. She felt a need to do something, anything.

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