Eliza flicked through the channels on the television, aimlessly. Nothing held her attention. A nervous energy vibrated beneath her skin, making it impossible to sit still. She felt a need to be moving, to be doing. She stood and walked over to the window. Outside, the world was a blur, all the colors running into each other like a painting.

Her phone buzzed, a text from Mark. He wanted to reminisce about the museum trip. She’d been looking forward to seeing him. The memory she had was so vivid. She remembered the feeling of awe as they stood before the ancient artifacts, the hushed whispers of the other visitors. He'd been particularly fascinated by the Egyptian exhibit.

When she met Mark, he was already at a table. "You will not believe how I got into a fight in the parking lot!"

"What?!"

"It was so surreal." Mark continued to tell her about the event, while Eliza tried to find the events in her memory. He had not been impressed by the hieroglyphs, as she remembered. She felt her stomach drop, a dizzying sensation washing over her.

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