The fluorescent lights of the cafe hummed, a monotonous drone that amplified the itch between Ben’s shoulder blades. He drummed his fingers on the worn tabletop, each tap a frustrated staccato against the silence. He’d agreed to meet Sarah here, but he found himself wishing he were anywhere else.

Sarah arrived, bubbling with energy, recounting another elaborate tale about her “managing director” role at the publishing house. Ben knew the story well, the carefully constructed anecdotes and the inflated titles. His jaw clenched. He felt a profound sense of… something he couldn’t name. Like a caged bird.

He’d taken a peek at the company website months ago, just out of curiosity. There was a single, bare-bones website, which didn’t even list her name among their employees. He pushed the thought aside, excusing it as a simple website oversight. Still, the unease lingered.

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