The radio blared, the music a desperate attempt to drown out the internal clamor. He flipped through the stations, searching for a distraction that didn't exist. He stood at the window, watching the street, a sense of disquiet twisting in his gut. A polite but firm tap on the door. It was old Mrs. Abernathy, her brow furrowed. "The music, dear," she said, her voice strained, "it’s quite loud. I'm finding it difficult to rest." He immediately lowered the volume, her words echoing his own sense of disharmony.

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