The news report flashed across the television screen. There, in the background, was Mrs. Gable, waving happily from the back of a luxury yacht. The story was about a local art collector. A familiar woman in a familiar cardigan. Evelyn recognized the landscape behind her, from her own holidays.

Evelyn dropped her knitting needles, the yarn unraveling across the floor. The woman had always claimed to be on a budget. They had shared recipes. They had complained about their joint water bill. Evelyn felt a rush of heat, her face flaming.

She felt a kind of detached surprise, as if witnessing a particularly bad magic trick. How could she have been so incredibly wrong about everything?

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