The spreadsheet blurred before Amelia's eyes. Another afternoon in the cubicle farm, another mountain of data entry, and a persistent hum of dissatisfaction vibrating just beneath her skin. She drummed her fingers against the desk, a frantic rhythm against the sterile silence. The air felt thick, the fluorescent lights harsh. She needed a change, a jolt.

A notification popped up, a shared document request. Curious, she opened it. The format, the data fields, the formulas… it was her project, exactly. Her stomach dropped. This had been her passion project, the one thing she felt excited about in recent months.

She marched down to the design studio, a knot forming in her throat. There, hunched over a workstation, was a man with a familiar, furrowed brow. “Excuse me,” she began, her voice tight. “Are you working on…the optimization project?” He looked up, a mirroring shock on his face.

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