The tiny, shaking form in Liam's arms felt like a betrayal. A squeaking, mewling, miniature creature. His roommate, Mark, beamed. "Isn't he adorable? We're calling him Mittens!" Liamโ€™s stomach twisted. He clutched the cat tighter, the soft fur doing nothing to soothe the sudden chill that had settled over him.

He pictured his pristine apartment, the haven of organized chaos he'd so meticulously crafted, now under siege. He saw cat hair clinging to his meticulously ironed shirts, the scent of litter permeating the air, the potential for claw marks on his beloved antique furniture. He could feel his face flush.

"Mark, we talked about this," Liam said, his voice a strained whisper. His hands started to sweat. He had always envisioned a life of serene order, and this... this was chaos embodied.

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