The envelope felt heavy in her hand, the thin paper radiating a cold dread. She’d known, of course, deep down, that the odds were against her. But hope, that insidious siren, had sung in her heart until this moment. Now, the words – “We are unable to offer you…” – smashed against her like a physical blow.

She flinched back from the words as if they were a snake. A tremor went through her, starting in her toes and spreading like ice throughout her body. She dropped the letter, the crisp sound of the paper hitting the floor amplified in the sudden stillness. Her vision blurred, the mundane objects of her life – her worn backpack, her overflowing ashtray – taking on a grotesque cast.

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