The courtroom felt cold, sterile. The fluorescent lights overhead seemed to buzz louder than usual. Sarah gripped the edge of the witness stand, her knuckles white. This was it. The culmination of months of work. And then, the other person’s project, exactly the same.

She glanced at her opponent, Mark. He met her gaze, his expression unreadable. She felt a shiver crawl down her spine. The lawyer was speaking, the words washing over her. She knew this was a mistake.

The room was closing in. Her breathing quickened. She struggled to keep herself together. Her mouth opened, but no sound came out. She closed her eyes, trying to force the feeling to subside. She opened her eyes again, and knew.

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