He stared at the blank screen, the cursor blinking mockingly. He’d been trying to write, but the words wouldn't come. The urge to escape, to DO something, pulsed in his veins. He paced the worn rug in his office, his mind a jumble.

The unmistakable sound of splintering wood ripped through the afternoon calm. He ran outside.

The towering redwood in the corner of the vacant lot next door had fallen. It was an epic, dramatic scene. He needed to capture it, to document it. He ran back inside, grabbed his camera, and sprinted back out, a plan beginning to form in his mind.

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