"This can't be happening," Maria muttered. The words felt foreign on her tongue. The endless spreadsheets and reports in the data analysis department offered a predictable monotony. The move to the graphic design department offered the freedom to use her imagination. Yet, the news that she was actually going to be moving departments left her unsettled.

She ran her hand across the cold glass of her water bottle, a futile attempt to ground herself. Her gaze darted around the room, as if searching for an escape. Everything around her, the monitors, the computers, the people, all felt heavy, constricting. She needed to run, to move, to *do*. She stood and walked towards the office door.

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