The coffee tasted like ash, the newspaper articles blurred before her eyes. She’d been sitting at the kitchen table for hours, a prisoner of her own discontent. Every few minutes she would get up, go outside, sit in the porch swing, then come back in. The rhythmic creak of the swing had not soothed her, nor had the fresh air. A shadow fell across the doorway. Mr. Petrov, his face etched with annoyance, stood there. "The late-night revelry," he said, his voice clipped, "is disturbing my sleep." Her jaw clenched. "I’m sorry," she replied, her voice flat, the words feeling inadequate to the internal churn.

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