"Oh, look, it's the artist!" The gallery owner, a man whose smile felt brittle and rehearsed, clapped his hands. "Such a pleasure to have you. The reviews have been glowing!" Amelia, trapped in a corner, found herself wishing for the floor to swallow her whole.

Her cheeks burned. She felt an overwhelming urge to flee. The room was buzzing with the low murmur of conversation, each word a pinprick. The pieces she'd poured her heart into were hanging, exposed to judgments, and she felt like a stripped tree.

She avoided eye contact, wanting only to be somewhere, anywhere, else. She nodded curtly at the gallery owner and darted toward the exit.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. 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 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242