"Disappointing." That single word echoed in Clara's head, amplified by the sudden silence in the bustling dining room. The critic, whose praise she'd craved, had condemned her latest creations. Her entire body felt leaden.

She fled the dining room, retreating to the relative safety of the walk-in fridge. The blast of cold air offered no comfort. She leaned against the chilled wall, the chill seeping into her bones. She hugged herself, trying to ward off a cold that had nothing to do with the temperature.

She closed her eyes, trying to block out the images, the faces of her staff, the potential closure. She felt a profound sense of loss, a sinking feeling that she’d failed.

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