He stared at the blank screen, the cursor blinking mockingly, reflecting the emptiness he felt inside. David was a writer, but the words wouldn't come. He felt like a prisoner in his own mind. He needed inspiration, anything to break the creative drought. He decided to find a place that might help.

He went to a used bookstore, hoping to feel a spark of creativity. He picked a collection of poetry. Inside, nestled between the pages, was a thin strip of film, a photograph, and a simple message written on the back. "What is real?" he read. A sudden, unexpected clarity washed over him.

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