He saw the listing and let out a strangled sound. He sat frozen, unable to move, his entire body seized by an invisible force. The house, his family's heart, now a commodity. He felt like he'd been punched.

Each photo was a further insult. The new landscaping, the remodeled living area… A coldness spread through him, a desolate emptiness. He felt the sting of tears prick his eyes. He willed himself to stop.

He grabbed the nearest object – a coffee mug – and clenched it so hard, he thought it might shatter in his grip. He closed his eyes, fighting for control. He hated this, every single facet of it.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244