"Impossible," Daniel choked, his voice barely a whisper. He stared at the deed. He’d expected the family estate, sprawling acres of farmland. Instead, the will bequeathed him a single, dilapidated shed at the edge of the property. His sister, Clara, had the main house, a gleaming testament to their family's wealth.

He’d always felt like a shadow, and this solidified it. He had walked towards the rickety structure, the wood weathered and rotten, a dark contrast to the manicured lawns. Inside, dust motes danced in the lone ray of sunlight. He kicked at a pile of loose dirt, and something glinted. He knelt, his stomach churning, and picked up a tarnished silver locket, the clasp broken. He recognized the engraving: his grandmother's initials. He dropped it like it burned his skin.

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