The car radio blared, but Sarah couldn’t focus on the music. She drummed her fingers against the steering wheel, the insistent tapping a frantic counterpoint to the quiet devastation that had settled over her. The cheerleading squad tryouts had gone poorly, a brutal reminder of the years she had dedicated to perfecting her routines. Her foot pressed harder on the accelerator, as if speed could outrun the disappointment that threatened to suffocate her. She swerved into the parking lot of a local diner, needing something, anything, to distract 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