John felt like he was caught in a current, pulled in a direction he didn't want to go. He needed to *move*, to change something, anything. The walls seemed to be closing in on him. He felt pinned down and the pressure was too much.

He was helping his father clear out the garage, the final phase of his mother’s affairs. He found a large trunk labeled "Mom - School Years." He lifted the heavy lid. Inside, lay a trove of assignments, essays, and drawings. The sheer volume of material was overwhelming. He found a drawing of himself, done when he was a baby. He slammed the lid shut with a suddenness that startled him. He needed out.

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