The list was on a tattered piece of paper, folded within the pages of a forgotten book. "Write a novel," it declared in elegant cursive. Amelia swallowed hard. Liam, a man who barely read, wanted to write? The audacity. "Learn to speak Italian." Another shockwave. Another piece of the puzzle that didn’t fit.

She sat heavily on the bed, feeling the sudden weight of the comforter pressing down on her. A wave of nausea washed over her. The room seemed to spin. "Build a treehouse." "See the Northern Lights." Each item a cruel reminder of all the things he *didn’t* do with her, of the secret ambitions he'd kept hidden.

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