The balloon arch, half-inflated in the living room, seemed to mock Amelia. Her best friend, Sarah, was supposed to be here any minute. Sarah's birthday was today, and Amelia had spent weeks planning the perfect surprise. Now, a hastily scrawled note, taped to the front door, declared the cancellation. The small, hurried handwriting screamed “family emergency”. A cold dread slithered up her spine, tightening her chest. She crumpled the note in her fist, her knuckles white.

She sank onto the sofa, the air suddenly thick and hard to breathe. The confetti glittered around the room, a cruel, colorful reminder of what wouldn’t be. She stared at the cake, still in its box, its pristine frosting a monument to her failure.

The silence of the house pressed down on her, amplified. Her phone buzzed; a text from Sarah. "Running late! Traffic is a nightmare. Be there soon!" Amelia stared at the message, her vision blurring.

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