He slammed the door, the sound echoing in the otherwise quiet apartment. It was late, and the silence felt oppressive, a heavy blanket smothering him. Leo had been staring at the same page of his book for twenty minutes, the words blurring before his eyes. His leg bounced. He knew exactly what he wanted. He wanted to feel some joy.

The space was too empty, the furniture arranged with a clinical precision that reflected his meticulous roommate's personality. He needed a companion, something to disrupt the sterile order. He envisioned a playful cat, a furry ball of chaos to chase the monotony away. He grabbed his keys and wallet, the urge to *do* something, *anything* nearly overwhelming him.

He pictured, a dog, maybe, bounding through their small apartment. He didn't even have a dog-walking route planned out, but the image felt right. He would need a pet. Leo wanted one.

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