The late afternoon sun cast long shadows across the lawn. A tremor ran through Michael's shoulders as he watched Mr. Henderson, his neighbor, hammer a stake into the ground. Another one. And another. He clenched and unclenched his fists, the tightness radiating up his forearms. He'd been pacing the perimeter of his own yard for the past hour, kicking at stray pebbles and muttering under his breath about the encroaching shadow.

The incessant thud of the hammer echoed in his ears, a relentless beat against the quiet of the neighborhood. He wanted to scream. He wanted to tear the fence down himself. The proposed cedar monstrosity felt like a tangible barrier, not just of wood, but of something deeper, something he couldn't quite name.

He grabbed a half-empty bottle of water from the patio table, took a long, hard swig, and then threw it, the plastic thudding against the side of the house. He felt a brief moment of satisfaction before the agitation returned, sharper than before. He needed to get away.

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