The office felt impossibly large, cavernous even, now. Amelia stared at the empty desk, the pristine surface reflecting the fluorescent lights in a cold, unforgiving way. Mr. Henderson's nameplate was gone. Vanished. She'd walked in expecting the usual, a quick chat about the Smith account, a shared laugh over the absurdity of corporate memos. Instead, there was nothing. A void. Her stomach lurched, a sudden, sickening drop. She gripped the edge of the desk, knuckles white, as if to anchor herself in a world that had suddenly tilted.

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