"Are you even listening, David?" His sister's voice snapped him out of his reverie. He ran a hand through his hair, leaving it standing on end. He was supposed to be helping her sort through boxes, a task that felt like wading through molasses. The air in the attic was thick with the scent of mothballs and forgotten memories.

He found himself wandering away, drawn to the window. The setting sun cast long shadows across the overgrown yard. He thought about the treehouse he and his friends built, the wood now surely rotted, the nails rusted.

He grabbed a box and dumped its contents onto the floor, scattering photographs and trinkets. He didn't know what he was looking for. He felt a deep need to rearrange things, to change 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