The workshop felt like a cage. Elias paced, his boots thudding against the concrete floor. He kept picking up tools, examining them, and then slamming them back down. Sunlight streamed in, illuminating dust motes dancing in the air, a chaotic ballet that mirrored the frenzy in his chest. His fingers twitched as he stared at the blueprints, the designs for his self-folding laundry contraption, now useless. Someone else, a Mr. Abernathy, had beaten him to it. He rubbed his temples, a headache blooming behind his eyes.

He kicked a discarded wrench across the room. The metallic clang echoed in the sudden quiet. He needed air. He needed to *do* something. He grabbed his worn leather jacket and slammed the door, the unfinished project a silent testament to his thwarted ambition.

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