He’d spent the whole day staring at the computer screen, the words blurring before his eyes. The project had stalled, the deadline loomed, and a knot of frustration sat in his stomach. He felt a constant hum of… unease.

He needed to escape. He climbed the stairs to the attic. It was always a place of shadows and forgotten objects. The air was stale, the silence thick. He began pulling boxes apart.

He found a collection of old board games. He opened one, a game of chess. He found himself inexplicably drawn to it. He spent the next few hours, lost in the intricate strategies, the focused competition. The tension, the buzz, slowly began to dissipate.

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