"Are you *kidding* me?" Clara's voice cracked, a desperate edge to it. Her mother, oblivious, hummed as she arranged the carefully preserved composition books on the kitchen table. Notebooks from grades one through twelve, organized by subject, neatly stacked. Clara felt a hot flush creep up her neck.

Her stomach churned. Each page, a window into her anxieties, her insecurities, her triumphs and failures. She remembered the awkward poetry, the poorly written history reports. The things she'd desperately tried to bury.

She wanted to run, to vanish. "Mom," she started, her voice barely a whisper, "why...?"

Her mother looked up, beaming. "I just thought it was important. A record of my amazing daughter!" Clara choked, unable to form a coherent response. The sheer volume of it all, the meticulous archiving of her entire scholastic life, was overwhelming. The kitchen, usually so comforting, now felt like a prison.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244