The old piano, gathering dust in the living room, stood silent and neglected. "We should sell it," James said casually. "It's not worth much, and we could use the money." His sister, Susan, just looked at the instrument, her jaw clenched.

The piano. Where their grandmother had played, where she'd sung them lullabies. The thought of it gone, of someone else touching it, filling it with other music, felt like a violation. Susan's fingers began to tingle.

She pictured her grandmother, her hands on the keys, her face lit with joy. The room began to shrink, to close in on her. The silence, broken only by the tick of an old grandfather clock, was deafening. "No," she whispered, her voice barely audible. "We can't."

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