"Well, this is…pleasant," muttered Jessica, her voice barely a whisper. She clutched the card as if it were a poisonous snake. Her smile felt fixed, unnatural. The bright, cheerful design, filled with balloons and confetti, seemed to mock her rising panic. She felt the sudden urge to lock every door and window.

The card itself was unremarkable. The problem was the lack of signature. She flipped it over and over, examining the envelope, the paper, the glue. Nothing. She wanted to know who had done this. Why. The questions swirled in her head, a vortex of anxiety.

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