The librarian was the first to tell him. "Heard the news, David?" she'd asked, her voice unusually subdued. David had been lost in the stacks, immersed in research for his thesis. Now, the weight of the world slammed down on his shoulders. He felt a sudden, sickening drop in his gut.

He slowly walked over to the nearest window, looking out at the familiar quad, now rendered alien. The leaves on the trees seemed to be a sickly, unnatural green. He squeezed his eyes shut for a moment, wishing he could just wake up.

He felt a deep, hollow ache in his chest, a sense of betrayal. Years of work, of dedication, reduced to nothing. He leaned against the cool glass, the silence of the library amplifying the deafening roar in his own head.

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