The train car felt like a cage, each click of the tracks a relentless beat against Clara's eardrums. She couldn't sit still, shifting in her seat, gazing out the window at the blurred landscape. Her fingers picked at the frayed edge of her scarf, then traced the pattern on the seat upholstery. A profound sense of unease filled her.

Across the aisle, a man was meticulously sketching in a notepad. He paused, his gaze meeting hers, a flicker of something she couldn't quite decipher in his eyes. He pointed to his wrist, where a peculiar, faint discoloration was barely visible.

Clara instinctively mirrored his gesture, pulling back her sleeve. A similar mark, identical in shape and hue, was visible on her own skin.

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