The gallery lights felt too bright, harsh on her eyes. Each gleam off the polished floor seemed to stab at her. She clutched the strap of her bag, fingers digging into the worn leather. The opening was packed, a chattering sea of faces she didn't recognize, all staring at *her* work. She'd painted those canvases in the privacy of her studio, pouring her heart, her secrets, onto the surfaces. Now, they were exposed, vulnerable, on display for the entire world. A knot tightened in her stomach, a cold, hard stone she couldn't dislodge.

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