The last thing Maya expected to find behind the bathroom mirror was another room. She'd been trying to hang it straight, cursing the uneven wall, when the mirror, surprisingly, tilted forward. There was a latch, a small, hidden one. She opened it, and a room became visible.

She felt a rush of blood to her head. It was… filled with books. Floor to ceiling, shelves packed with volumes. The air smelled of old paper and leather. She reached out, her fingers brushing against a worn spine. She felt a connection to this place, a feeling of belonging she never anticipated.

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