The worn leather-bound diary, filled with his great-grandfather's elegant script, lay open on the table. The words, filled with stories and memories, felt like a sacred testament. His brother wanted to sell it to a collector, arguing that the family needed the money. He found himself unable to focus, constantly shifting in his seat.

He felt a strange tightening in his chest, a sensation that began as a knot and gradually spread. His hands trembled as he reread a passage, the ink blurring before his eyes.

He stood up abruptly, leaving the diary open. He needed to be alone. He took his keys and fled the house, heading towards the park.

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