The news felt like a physical blow. The apartment, her sanctuary, suddenly felt like a temporary holding cell. She felt a need to break out, to be anywhere else. She stared out the window, watching the traffic flow on the street below, feeling an ache in her chest.

She booked a weekend trip to the coast, even though she couldn't really afford it. The decision was made impulsively. She felt a burning need to escape. The planning, packing, and the anticipation of the trip were the only things that seemed to quiet the constant thrum of unease that had taken root in her.

She had to get out of the apartment, out of the city, out of this feeling.

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