The photograph, slipped through the mail slot, landed at Eleanor’s feet. It showed Mr. Abernathy, her neighbor, surrounded by beaming children, being handed a giant novelty cheque. For a million dollars. He'd been presented with the award for 'philanthropist of the year'.

Eleanor had always scoffed at him, the way he mowed his own lawn, the way he avoided eye contact at the bus stop. The way he sometimes looked at *her*. Now, she felt a burning sensation in her chest, a mixture of shame and fury.

He'd listened to her complain about the landlord. He'd let her rant about the rising cost of living. He'd offered her rides to the pharmacy. And all the while… the utter audacity. She sank down to the floor, the picture clutched in her hand.

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