The afternoon sun seemed to dim as she saw it. Penelope felt a sense of disquiet, a feeling of being utterly and completely unnerved. It was Theodore, her childhood companion, the one she’d loved beyond all measure. He looked…different. Worn. Sad.

Her chest constricted, making it hard to breathe. All her carefully-laid plans for the day vanished, as a jolt of sheer terror surged through her. She felt exposed, vulnerable. She wanted to scream, to run.

She couldn’t move. Her legs felt like lead. She stood rooted in place, staring at the discarded bear, a wave of pure dread washing over her.

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