Eliza sat at the kitchen table, the list spread before her like a challenge. “Speak a foreign language.” She tapped a finger on the paper. The world around her felt both too small and too vast at the same time. The mundane routine of her life pressed down on her with the suffocating weight of a wet blanket.

She felt a sudden, sharp pang of… urgency. That same day, she signed up for an intensive language course, bought a new suitcase, and began browsing plane tickets to anywhere. She didn’t know where she was going, but she had to *begin*.

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