The house seemed to shrink around Daniel. He was surrounded by silence, the echoes of his father’s laughter now only a whisper. He found the list buried deep within a drawer. “Learn to sail.” Daniel sighed. He had no interest in boats. He felt a deep, pervasive agitation.

He shoved the list aside and went outside, the air thick with summer heat. He walked to his car, and drove. He didn’t know where he was going. He just knew he had to *leave*. The open road beckoned, a vast, tempting expanse that promised… something. He drove until the sun began to dip below the horizon.

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