I walked out, ready for my morning commute, and… nothing. The space was barren. Empty. My brain stalled. This can’t be happening. My shoulders slumped, and I felt my knees weaken.

It was my car. I knew I parked it there. It was there last night, I remember. I’d walked past it, mentally cataloging the errands I needed to run. My vision blurred.

I looked around at the houses, the perfectly trimmed lawns, the sun glinting off the neighbour’s window. Reality seemed to warp. How? Why? I felt a rising, bubbling sense of… what *was* this feeling?

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219