The afternoon light streamed through the window, illuminating dust motes dancing in the air. A feeling of dread weighed her down. The story about the author, Thomas Ashton, her beloved writer, was everywhere. She’d consumed all of his novels, and now, it appeared much of it was not even his. She rose from the couch and started to gather books from her shelf, stacking them precariously in the corner of the room. She felt a compulsion to start again, to cleanse the space, and herself.

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