The old piano in the corner of the dusty attic loomed like a forgotten giant, its keys yellowed with age. Clara ran a finger along the wood, a strange tingle crawling up her arm. The silence in the attic pressed down on her, amplifying the thrumming in her ears. She hadn't written anything new in months. The world felt muted, lacking vibrancy. A notification on her laptop. An email from her agent. He included a link to a video. An unknown artist. The beginning of a song she knew well. Her song.

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