The weight of the overdue bills pressed down on Daniel. He avoided looking at them, instead shuffling papers on his cluttered desk. He felt a magnetic pull to anything but the task at hand. His sister, Sarah, had sent him a digital scan of her daughter, Lily’s, drawings. A peculiar, almost ghostly figure, constantly present in the pictures. A tall, slender woman with feathers for hair.

He found himself wandering into the attic, a place he hadn't visited in years. Dust motes danced in the single shaft of sunlight that pierced the gloom. He started rummaging. He had to know if he was mistaken.

He finally stood, head full of memories and a strange tightness in his chest. A forgotten box, filled with old photographs and faded drawings, sat at his feet. A picture of a smiling child with a drawing that matched the drawings he'd seen.

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