Michael drummed his fingers on the steering wheel, the sound echoing the nervous flutter in his stomach. He’d volunteered for the school's pizza night, a decision he already regretted. He felt like a caged animal, unable to settle. The car was suffocating him, even with the windows down.

His son, Leo, finally emerged from the school, a smudge of chocolate on his cheek. "Dad, it was awesome!"

Michael forced a smile, but the words felt hollow. "That's great, buddy."

"Guess what? Mrs. Gable is my teacher!" Leo said excitedly.

Michael's breath hitched. Mrs. Gable. He remembered her. The stern face, the sharp wit, the way she could make a classroom of unruly kids fall silent with a single look. A wave of unease washed over him. He felt an abrupt urge to escape, to be anywhere but here.

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