Maya couldn't sit still. The drone of the air conditioner felt like a personal affront. She paced the living room, the hardwood floors creaking a protest with each hurried step. She had a presentation to prepare for tomorrow, but her mind was a whirlwind of anxieties, each one a buzzing insect she couldn't swat away. She found herself drifting towards the attic door, a portal to a past she rarely visited.

Dust motes danced in the lone sunbeam slicing through the gloom. Her fingers traced the chipped paint of a cardboard box labeled "Maya - School Years." Curiosity, a persistent tickle, urged her on. She lifted the lid.

Inside, nestled amongst yellowed construction paper and faded report cards, were her assignments from elementary school. Each one, meticulously preserved, held a tiny piece of her youth. Her mother. She had no idea. A wave of conflicting emotions – amusement, embarrassment, a strange sort of fondness – washed over her. She smiled, then immediately frowned, the familiar anxiety returning with renewed vigor.

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