He hadn't slept in two days, the thoughts chasing each other around in his head like trapped animals. He kept checking the time, the minutes stretching into an eternity. He longed for stillness, but found himself unable to achieve it. He felt the intense need to *do* something, anything to quell the internal storm.

He saw the void. The absence.

Where the great oak, his childhood companion, had stood, there was only the raw wound of the stump, exposing the empty earth. A tremor ran through him. He couldn’t seem to stand still. He turned and walked away, the ache in his heart a constant companion.

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