The notification buzzed, a tiny, digital sting. Emily stared at the screen, her breath catching in her throat. Her teenage diary, a sacred space, now exposed. She felt… off-kilter. She ran her hands across her face, as if trying to physically wipe away the words.

She stood abruptly. She had to do something, anything, to distract herself. She picked up her phone and frantically started scrolling. Her fingers danced across the screen.

She had to get out of her head. She opened the door and walked out into the park. The trees and grass offered no comfort.

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