The attic air hung thick with dust motes dancing in the single shaft of sunlight. Sarah coughed, pulling the forgotten box toward her. Inside, nestled amongst moth-eaten shawls and chipped teacups, was a letter. Her handwriting, all frantic loops and angry slashes, stared back at her. She snatched it up, her breath catching in her throat.

Her eyes skimmed the venomous words. The accusations, the raw, unfiltered fury she’d felt towards her own mother, all those years ago, were laid bare. A cold sweat slicked her palms. She fumbled for the flimsy envelope, noting the return address was her childhood home.

A wave of nausea churned in her stomach. The memory of the arguments, the slammed doors, the simmering resentment…it all flooded back. She felt a desperate need to rip it to shreds, to erase this younger version of herself. Instead, she slowly, meticulously, refolded the letter. It felt heavier now, weighted with the years and the unspoken pain.

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