The cramped apartment felt suffocating. Sarah walked to the window, watching the city lights blur in the rain. She felt a profound sense of disquiet, a constant hum beneath the surface of her life. She needed to do something, anything, to shake off this oppressive inertia. Digging in the garden was a way to fill time, perhaps.

Her shovel hit something hard. She leaned down, scraping away the damp soil. A small, metal box. She dusted it off and noted the words engraved on the lid, “For Our Future Selves.” Inside, she found a collection of letters. Each letter was a snapshot of her younger self, filled with grand ambitions and the fire of youth. She read them, a wave of…disappointment washing over her.

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