The tiny plastic dinosaurs scattered across the living room carpet felt like a personal affront. Arthur had spent years, decades even, building this collection. Now, his six-year-old son, Finn, treated them with a savage glee, staging battles that ended with the meticulous, painted scales getting chipped and marred. Arthur's stomach clenched. He found himself picking up a Triceratops, his fingers tracing the delicate frill, and almost wincing at a fresh scratch. Finn charged in, roaring a primeval challenge, and snatched the creature away. Arthur could only watch, a tremor in his jaw as he took a step backward, the vibrant chaos unfolding like a nightmare he couldn't wake from.

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