The sun was hot, unforgiving. I was late, and I drove around the corner to be met with an abyss of nothing. Where the beautiful pine had stood, the source of so much joy and shade, there was just an empty space. A rage welled up inside me, a hot, bitter tide.

My hands clenched into fists. I wanted to scream, to shatter the silence. I wanted to turn back time. The loss was profound, like losing a part of myself.

I took a shaky breath, the air thick and heavy in my lungs. I felt a cold wave of dread wash over me.

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