“Write a poem,” Clara whispered, her voice barely audible. Her mother’s bucket list. The words seemed to vibrate in the air. Clara paced her small apartment, a nervous energy coursing through her. She felt like a tightly wound spring, ready to snap.

She sat at her desk, staring at a blank page. The urge to *create* was overwhelming. She had never written poetry before, but she began to scribble, words spilling onto the page in a torrent, a release of something she couldn't name. Her fingers ached. Her head spun. But she couldn't stop.

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