It started with a subtle flutter in her chest. Sarah, a drama student, noticed the new follower: Mr. Davies, her theater arts teacher. She had been sharing videos of her performances, some of which were quite vulnerable and raw. A small, anxious laugh escaped her lips.

Her hands shook as she scrolled through her feed, regretting every quirky caption, every overly dramatic selfie. She considered deleting everything, starting fresh. The idea of him seeing her, *really* seeing her, made her want to hide.

The next day in rehearsal, she found it hard to focus. The script felt alien, the words blurring on the page. She stumbled over her lines, her voice barely audible. Mr. Davies tried to correct her, but she just wanted to disappear. The stage, usually her safe space, now felt like a spotlight ready to burn her.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229