David stared at the half-finished crossword puzzle on the kitchen table. He’d been working on it for an hour, but the answers seemed to elude him. His mind was elsewhere. He rubbed his temples, a headache blooming behind his eyes.

His daughter, Chloe, entered, a bounce in her step. "Dad, you'll never guess!"

He managed a weak smile. "Try me."

"Mrs. Ramirez is my teacher!"

David blinked. Mrs. Ramirez. His own fourth-grade teacher, known for her vibrant personality and unorthodox teaching methods. He felt a sudden, inexplicable itch to go for a run, to work off this sudden sense of… something.

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