"Well, I'll be," I muttered, staring. I'd been planning to put in a new coat rack when the wall gave. Not all at once, mind you. First, a little crack, then more. Now, a whole section of the hallway wall had simply…vanished. Behind it, a small, perfectly preserved room.

I felt a strange buzzing in my ears. The room was sparsely furnished: a writing desk, a chair, and a single, framed portrait on the wall. The portrait stared back at me, its subject unknown. My fingers ached with the desire to touch the cold glass. The silence in the newly revealed room felt oppressive, heavy. I felt a weight on my chest, like a suffocating blanket.

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