The fluorescent lights of the accounting department hummed, a monotonous drone that felt like it burrowed into Clara’s skull. She tapped her pen against the desktop, a staccato beat that echoed the frantic rhythm in her chest. Days bled into weeks, each one a carbon copy of the last. The new transfer to the marketing team seemed like a lifeline, a chance to breathe different air. Maybe a change in scenery would shake this feeling loose. She stood, stretching, the chair groaning in protest, the sudden movement nearly making her dizzy.

Her phone buzzed, a summons from the HR manager. "Finally," she muttered, grabbing her bag. The leather felt unfamiliar against her palm, as if it, too, was weary of the same routine. As she walked, she looked at the empty hallways with a spark of excitement, a premonition of new possibilities.

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