Marcus ran his hand through his hair, a nervous gesture he hadn't realized he'd adopted. He had a meeting with his boss in thirty minutes, a meeting he’d been dreading for weeks. But his mind was occupied by another thing. His sister had called. His niece, Sofia, kept drawing the same creature, over and over. A small, winged being with mismatched eyes and a mischievous grin.

He excused himself to the bathroom. He felt a deep need to wash his face, to feel something. The cold water seemed to jolt him out of his reverie. As he dried his face, he caught his reflection. His eyes looked tired, strained. He needed a distraction.

He reached into his pocket and pulled out his phone. He looked at the drawings. The drawings.

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