The newspaper headline screamed at Clara from the breakfast table: "Chef Antoine's Acclaimed Bouillabaisse: A Culinary Masterpiece!" She hadn't cooked bouillabaisse in years. Not since her restaurant, "La Petite Mer," closed. She felt a cold dread settle in her gut. She’d meticulously developed that recipe, perfected it over years.

Clara felt a sudden chill, despite the warm morning air. The room spun slightly. She clutched the paper, her knuckles white. Antoine? She didn't know an Antoine. She picked up the phone, her hands trembling so badly she nearly dropped it. A single, furious tear escaped and traced a path down her cheek.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244