The television blared, but the noise did nothing to fill the emptiness inside. She wanted something new. She felt trapped. The walls, the rooms, the house itself seemed to be breathing down her neck. She needed to *do*. To escape this feeling.

Her mother's old office was now a storage room. She wasn't supposed to be in there. She spotted a box, a plain cardboard box marked "School." The contents were breathtaking. Her mother's elementary school art projects, her high school essays, and more. She flipped through a book report, and her breath hitched. Her mother, as a student. The feeling inside, a tightening in her chest, intensified. She pushed the box away, then turned and ran.

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