The dinner conversation had been strained, the silence punctuated by polite smiles. Then, as David rose to clear the table, he heard it. It was so faint at first, but it became clearer with each passing moment. A murmuring of words, coming from the living room.

He walked toward the sound, his movements slow, heavy. He found his wife, Sarah, sitting on the sofa, her laptop open. The screen glowed, illuminating her face. She was watching a video, and the audio was…it was his father's tongue.

His chest tightened. He felt a pressure building, a sensation of suffocation. He had always kept this part of his life separate, private. He didn't know what to do.

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