The air in the apartment felt stale, a weight pressing down on her. She couldn’t bring herself to start the laundry or tidy up. Her gaze kept drifting to the dusty corner, where old boxes were stacked. She went to them.

She pulled out a box and opened it, her fingers brushing against brittle paper. Old photographs tumbled out. Her grandfather, a man she’d always associated with stern authority, was captured in a photograph with a group of friends. They were drinking and laughing.

One photo showed him playfully wrestling with a man. It was a complete contrast to the stoic figure she remembered. The image didn't match the family narratives. She felt a knot forming in her throat, a wave of discomfort washing over her.

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