The subway rumbled beneath her feet, a rhythmic vibration that did nothing to calm the internal tremors that ran through Maya. She gripped the cold metal pole, her knuckles white. She had spent weeks, months even, working up the nerve to meet him. She had spent years, and she had tracked him down. He was a famous writer now, but when she was a child, he was just Leo, and they were best friends. She finally saw him across the platform, leaning against a pillar, immersed in a book. When she had walked up to him and tapped him on the shoulder, his face lit up in a polite smile. But when she spoke his name, his smile vanished. “I don’t know you.” She turned away quickly, the words a cold blast of wind against her face. The train doors opened, and she stepped back into the churning crowd, the world spinning.

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