Eliza was a whirlwind. She couldn't sit still, her leg bouncing under the table during the breakfast meeting, she found herself interrupting everyone. The air in the room felt thick, oppressive, suffocating. She needed to *do* something, *anything*.

That afternoon, she found herself wandering the bookstore, a place she usually loved, but today it felt like a cage. Every aisle felt too narrow, the shelves pressing in. She grabbed a random book, a biography, the cover gleaming. She flipped it open, and her breath caught. It was her.

The details, the anecdotes, they were all her. But she hadn't written them. The woman who had written it had spoken to everyone she knew, had pieced together a portrait of her life and motivations that felt utterly, alienly, *complete*. Eliza wanted to scream.

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