Rain lashed against the windows, mirroring the tempest brewing inside Ben. He felt like a caged animal. His wife, Emily, was away visiting her mother, and the house felt oppressive, the walls closing in. He sat on the couch, the remote control slipping in his sweaty hand. He wanted to do something that felt *real*.

He discovered a small, battered notebook hidden beneath a stack of old cookbooks. Emily's penmanship was graceful and elegant. He began reading the entries, which were a shock. “Write a novel.” “Learn to sail.” A knot formed in his stomach. He felt a weird, complicated feeling. Did he even *know* this woman?

He stood abruptly, the sudden movement sending a jolt through him. He needed something, anything, to shake him out of this funk. Grabbing his coat and keys, he didn’t bother to pick a destination. He just needed to go.

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