The attic air tasted of dust and forgotten things. Clara tugged at the string, the bulb swaying, casting long, dancing shadows. She’d been tasked with clearing out boxes, a project she’d been putting off for months. Tucked inside a trunk labeled "Mom's Memories" was a stiff, yellowed envelope. Inside, a typed letter, dated 1983. It was her mother’s resignation letter from the law firm where she'd worked for ten years.

Clara read the crisp, precise words, her breath hitching with each sentence. Her mother had always spoken fondly of her colleagues, the camaraderie, the challenging cases. The letter, however, spoke of disillusionment, of a gradual wearing down, of ethical compromises she could no longer abide.

A coldness spread through Clara. She felt a tremor run down her spine, and she sank onto a dusty old chair. She always saw her mother as the strong, unflappable one. This letter… this revealed a vulnerability she’d never known existed.

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