The back door slammed shut, the sound echoing in the sudden silence. Sarah froze, her hand still on the knob. There, across the manicured lawn, bounding towards her prize-winning petunias, was Buster. That mangy mutt again. She took a shuddering breath, her fingers tightening on the doorknob until her knuckles were white. Her chest felt constricted, a tight band. โ€œOh, no, no, no,โ€ she muttered under her breath.

She scanned the yard. The sprinkler system, just installed at a ludicrous cost, was still running, and the water was already starting to pool around the base of the dog. He was digging, of course. She felt a wave of nausea.

โ€œBuster! Get out of there!โ€ she called, her voice thin and reedy. The dog, predictably, ignored her, tail wagging as he unearthed a particularly juicy earthworm, flinging dirt in every direction.

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:
๐Ÿ˜ฐ0.336
sickening0.324
worse0.314
๐Ÿ˜ฃ0.307
๐Ÿ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244