David, staring at the blueprints, felt a pressure building behind his eyes. He’d been hired to renovate Mr. Peterson’s garage. Peterson, the quiet, unassuming librarian, with the perpetually ink-stained fingers. The blueprints were for an expansion… a three-car garage, with a workshop, a state-of-the-art audio system. He was barely making ends meet.

The details swam before his eyes. He imagined the custom-built cabinets, the imported tiles, the expensive tools. His own garage was collapsing. He'd been looking for a loan.

He felt the familiar sting of resentment, a deep and bitter ache. His hands started to shake. He had to get out of there. Now.

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