He’d imagined this moment a thousand times, rehearsed his elated reaction, the joyous phone call to his parents. Now, the rejection email lay open on his phone, the stark words a slap in the face. His carefully constructed plans, the meticulous budgeting, the dreams of Oxford, all dissolving into dust. He crumpled the paper in his fist, his knuckles turning white.

His throat constricted, making it difficult to breathe. He felt a wave of nausea wash over him, forcing him to clutch the edge of his desk for support. The room, usually a sanctuary of books and research, seemed to shrink, the walls closing in. A single, silent tear traced a path down his cheek, the salt stinging his skin.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244