The suggestion, laced with innocent enthusiasm, hit me like a physical blow. Her words echoed in my head, a constant, irritating loop. "A little space for a few sunflowers, perhaps?" The blood drained from my face.

My meticulously planned garden, my sanctuary, my refuge from the world – was under attack. I could feel my pulse quicken, my hands clench into fists.

I opened my mouth, but no words came out. I just shook my head, my eyes wide with a fear I couldn't articulate. I had to end the conversation, to escape the encroaching threat.

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