The heat was oppressive, clinging to Amelia like a damp cloth. She sat on her porch swing, idly pushing herself back and forth. The rhythmic creak was the only sound besides the distant drone of a lawnmower, emanating from next door. She watched, almost hypnotized, as her neighbor, Mr. Peterson, calmly watered his exotic orchids.

They were stunning blooms, impossibly vibrant. Amelia knew Mr. Peterson was retired, lived alone. She'd always assumed he had a modest pension, like her. But the orchids, the manicured lawn, the subtle gleam of expensive materials in his house... They revealed a different truth.

She felt a tremor in her hands. She set down her lemonade, the glass sweating in the humid air. The desire to scream felt like a physical pressure, building behind her breastbone. She abruptly stood up and began pacing the small porch, the wood groaning beneath her feet.

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