The coffee tasted like ash in his mouth. David paced the length of his tiny apartment, the worn rug a familiar comfort beneath his feet. He felt antsy, a coiled spring ready to snap. The monotonous routine of his life was suffocating him. He needed something, anything, to break the mold.

He’d been pouring his heart into this independent website project for months, sacrificing sleep and social life. He’d envisioned it as his escape, his creative outlet. He’d just finished a new coding iteration when he received a LinkedIn connection request. It was from Sarah, a graphic designer in the city.

He clicked on her profile, his curiosity piqued. Then, his jaw dropped. Her portfolio was… his project, almost perfectly replicated. The layout, the branding, the core concept. It was as if she was inside his head.

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