The old photographs, scattered on the table, seemed to mock Eleanor with their cheerful smiles and bygone days. Her brother, Thomas, was sorting through them, chuckling at forgotten family gatherings. "Look at this," he said, holding up a picture of their grandmother dressed as a flapper.

Eleanor's throat constricted. Each image was a painful reminder of loss, a reminder of the inevitable march of time. The photographs held the ghosts of the past. The house seemed to echo with laughter and whispers, reminders of a life she could never reclaim.

She felt a hot flush creep up her neck. She stood abruptly, knocking over a stack of papers. The sound of their scattering startled her. "I... I need some air," she stammered, backing away from the table. She couldn't breathe. The weight of the memories was crushing her.

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