The sterile white walls of the conference room seemed to close in on him. James chewed the inside of his cheek, a nervous habit he hadn't indulged in years. Sweat slicked his palms, making it difficult to grip the coffee cup. He really needed a drink. He’d known this day might come, but actually facing it was a different matter.

Across the table, Sarah, his rival from the rival lab, was already outlining her research. The graphs. The data. It was all… eerily familiar. He felt a cold knot tighten in his gut. His carefully constructed world was about to shatter. The meeting was almost over, and she hadn't said anything about it.

He waited for her to finish. He wanted to shout. He wanted to run. But he stayed put and listened intently, his fingers drumming against the table in a rapid, staccato rhythm. His composure had slipped away.

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