The back door slammed shut, the sound echoing through the empty house. Alex, unable to concentrate on his work, had decided to take a break, but he found he couldn't settle. He glanced at the clock every few minutes, time stretching on forever. He wandered through the house, touching furniture, opening drawers, searching for something, anything, to quell the building tension.

He decided to visit the local library. After a little research, he discovered a tragic tale – a family destroyed by a fire, a mystery that never fully resolved itself. The house had held the final secrets. He felt a chill, a shiver of unease, but also a strange sense of connection to the past. He found himself engrossed by the old records.

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