The old house creaked and groaned around Samuel, a symphony of his father’s absence. He traced the faded ink of the list, his fingers trembling. “Build something with my own hands.” The words seemed to mock him. He always preferred the abstract. He felt a deep, unsettled feeling blooming in his gut.

He went out to the garage, where his father's tools hung neatly on the wall, and grabbed a hammer. He spent hours that day building a birdhouse, the rhythmic pounding of the nails a strange, almost violent, catharsis. Each strike brought a temporary respite from the… feeling.

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