The letter’s ink had faded, but the emotion was still potent. Liam read his uncle’s discarded resignation letter. He felt a deep unease, an almost physical ache. His uncle, a man of routine, had planned to leave his job and pursue music. But the plan had been abandoned.

Liam ran his hands through his hair. He stared at the letter, a stark reminder of unfulfilled dreams. He felt a compulsion to *do* something, to make a change. He stood up abruptly and crossed the room.

He grabbed his laptop, pulled up his email, and typed a quick message to his boss. Then, he grabbed his phone and called his best friend. He had a sudden urge for a road trip, a physical release for the internal storm brewing inside.

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