The presentation was ready, polished to a gleam. But as Alex practiced his opening remarks, his voice cracked. He felt the familiar dryness in his throat, and the world seemed to tilt.

He knew he should be feeling confident. He’d worked hard, and he had the skills. Yet, the thought of standing before the executives, of being judged, filled him with a potent sense of unease.

He ran through the slides again, his hands shaking slightly. He’d prepared for every question, anticipated every challenge. Still, the prospect of failure loomed, a dark presence in the room. He felt a deep, instinctive recoil from the spotlight.

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