The movie was terrible. Clara had walked out halfway through, the stale air of the cinema grating on her nerves. The experience left her feeling unfulfilled. She needed to do something different.

She went to the park, the green space offering some respite from the city's relentless energy. Then she found it: a wallet, lying abandoned near a fountain. She picked it up and, when she opened it, she gasped. There was a considerable amount of money inside.

She imagined the things she could buy, the places she could go, a new life unfurling before her. Her palms grew sweaty. She felt that urgent feeling, that need to *escape* from where she was.

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