“I feel suffocated,” she muttered to herself, the words barely audible. The apartment, once a haven, now felt like a gilded cage. Olivia felt a deep unease. Her wife, Rachel, was on a business trip, and the space they shared felt eerily quiet. A sense of… being unmoored washed over her. She knew she had to do something.

She found the list in the back of a cookbook, its pages dog-eared and stained. Rachel’s neat, precise script detailed dreams Olivia had no idea she held. “Go skydiving.” “Open a bakery.” Reading through it, Olivia felt a peculiar sting. She felt a kind of… emptiness.

She slammed the cookbook shut, the sudden noise startling her. Then, she was up, pacing, her energy heightened. Grabbing her phone, she started scrolling.

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