The hum of the refrigerator was a persistent annoyance, amplifying the stillness of the house. He felt a prickling sensation beneath his skin, an urge to move, to act, to *do*. Instead he stood, and headed up the stairs.

He rummaged through the drawers in the attic. He found the boxes and began to open them. Inside one, were several photographs. His great-grandmother, a woman he knew as a devoted wife and mother, was pictured with a group of artists, looking vivacious and bohemian.

The images were so different from the image she had cultivated of her life. He recalled tales of quiet dedication, of enduring hardship and steadfast love. He felt a sharp pang of confusion. He sat down heavily, the breath catching in his throat.

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