He stared at the handwritten list, his throat tightening. He'd stumbled upon it while tidying the junk drawer. “Visit Japan.” “Write a song.” “Learn to surf.” He felt a sudden, inexplicable sense of urgency. The space around him felt constricting.

He glanced around the cluttered apartment, at the overflowing bookshelves and the dusty furniture. He saw his own reflection in the window, a pale and unfamiliar face.

He picked up his phone, scrolling through his contacts, but he found he couldn't call anyone. He felt a strange disconnection, a sense of being adrift. He felt a desperate need to fix something, anything, to stop the pounding in his head.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256