The lawyer’s words hung in the air: “Two legacies, vastly different.” Liam found himself staring at the antique music box he’d been given. His sister, Olivia, had been bequeathed a thriving tech company. He felt a wave of nausea as he opened the box, its delicate melody a stark contrast to the buzzing in his ears.

He cranked the handle. Tiny figures danced on a miniature stage. They seemed to mock him. A cold sweat slicked his palms. He didn’t want the responsibility. He craved the simplicity of the ordinary.

Olivia clapped her hands, her voice filled with delight. "This is so quaint, Liam. What a cute little trinket." Liam could not meet her gaze.

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