The sun was sinking below the horizon, casting long shadows across the overgrown garden. Chloe stood in the kitchen, staring out the window at the encroaching darkness. Her fingers drummed a frantic rhythm against the countertop. She felt a growing impatience, a sense of urgency that gnawed at her.

The slow, measured ticking of the grandfather clock in the hallway seemed to mock her internal agitation. She kept sighing, letting the breath rush in and out of her lungs. She had the distinct feeling of being a tightly wound spring, ready to snap at any moment.

She rubbed her temples. "I can't stay here," she murmured, a statement, not a question. She turned and began grabbing at her coat.

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