He hadn't been to The Golden Spoon in years. He'd moved. But the news, from a forwarded email, hit him hard. Closing. Gone. The place where he'd first tasted Pad Thai, where he'd celebrated his graduation.

A tightness gripped his throat. He felt the urge to pace, to do something, anything, to stop the feeling. He found himself pulling up Google Maps, searching for the address. He stared at the screen, the little icon, the place he'd spent so much of his life, now fading from existence. His chest ached. He let his gaze fall and close his eyes.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293