He stared at the blank screen, the cursor blinking accusingly. The deadline loomed, but the words wouldn't come. Mark’s fingers drummed a frantic rhythm on the desk. He felt a need to break free, to move, to *do*. Anything but sit.

He went to his mother's old room, now a storage space. The room was stuffy. He opened a closet, and his gaze landed on a box, slightly ajar, with her handwriting on it: "My School Days." He pulled it out, and the contents spilled onto the floor: perfectly preserved book reports, art projects, and science experiments. The details, the effort, made him feel… something. He quickly closed the box and looked away, a fresh burst of internal urgency pushing him towards the 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