He tapped his fingers on the worn tabletop, the sound echoing in the silent house. David felt a strange, inexplicable energy, a current running just beneath his skin, making him want to leap up and flee. He got up and looked out the window. The garden looked untidy, and his gaze lingered there. He went outside, grabbed a shovel and started digging.

He unearthed a small, green metal box. Inside, he found a collection of his favorite childhood toys and a handwritten story about the future. His stomach twisted. He couldn't remember burying this at all. The story painted a vivid picture of a life he hadn't lived, a sense of…something missing. He felt a surge of energy and slammed the lid shut.

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