“Is this real?” Maria whispered, her voice barely above a breath. Her fingers shook as she clutched her phone. The familiar street address, printed in bold, stared back at her. The house, her childhood home, was on the market.

Her pulse quickened. She felt a sudden urge to stand up, to pace. She hadn't thought about the place in years, not since she left for college. Now, the meticulously staged photos seemed to mock her.

A knot formed in her stomach. She thought about her family, the laughter, the tears, the arguments. All those memories suddenly resurfaced, swirling around her. She couldn't believe it.

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