The empty parking lot, usually bustling with activity, echoed with a profound stillness. He’d arrived an hour early, his stomach churning with nervous excitement. He’d rented a private room at her favorite restaurant, the details meticulously arranged. Now, taped to the locked door, was a single sheet of paper, a stark announcement: “Event Cancelled.” His world seemed to tilt on its axis.

He sank against the cold brick wall, his legs weak. He replayed the last phone call in his mind, everything seeming fine. He felt a rising pressure behind his eyes, a tightness in his throat he couldn’t swallow.

He looked around the deserted street, the vibrant city lights now blurred and indistinct. He felt the weight of his dashed expectations.

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