The email notification popped up, mocking her with its cheerful chime. "Your DNA results are in!" Lisa, a woman built on a bedrock of tradition and family history, felt her world crack. The implications were vast, terrifying.

She sat paralyzed, unable to move, the cursor blinking at her like a malevolent eye. Her throat constricted, and she couldn't swallow. She felt a cold, clammy sweat break out on her forehead. The air in her house suddenly felt heavy, charged with a palpable tension.

She finally opened the email, the words swimming before her eyes. The reality of those words felt like a physical assault, a brutal invasion of privacy. She had to get out, she had to run away from this truth. She ran to the front door, slamming it behind 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