He stared at the blank document on his laptop. The cursor blinked, a malevolent little metronome counting down to his public humiliation. “A few words…” they’d asked. Just a few. But the words themselves felt like shards of glass lodged in his throat.

He tugged at his collar, feeling the fabric constrict. A wave of heat washed over him, followed by a sudden chill. The retirement party loomed, a vast, unknown territory he was forced to navigate. His father, a man of few words and even fewer displays of affection, expected this. Of course he did.

He imagined the room, the scent of potluck casseroles, the forced camaraderie. The way his sister would undoubtedly steal the show with her perfect anecdotes and easy laughter. He wanted to vanish. To sink into the floor.

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