The antique clock on the mantelpiece chimed seven times, each bong a physical jolt. Amelia paced the worn Persian rug, the silk threads cool beneath her bare feet. She'd been up since dawn, unable to settle. A client had canceled, leaving a gaping void in her day. She craved a distraction, something to fill the hollowness that had settled in her chest. A forgotten memory surfaced – Mark, the bane of her childhood, now a therapist in the city. A flicker of something – was it amusement? – crossed her face.

She grabbed her car keys, the metal cold against her palm. A long drive, a long shot. Maybe a conversation, purely out of curiosity.

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