The solicitor’s words were a droning hum in Amelia's ears. Beside her, Leo, usually so boisterous, was subdued, his shoulders slumped. The lawyer finished the final sentence. Amelia’s jaw dropped.

She stared at the small, velvet box in her hands. It was warm from her grip. Inside, nestled on satin, was a single, tarnished silver key. Leo pointed at her with a trembling finger, “What does it open?”

A small, choked laugh escaped her. The lawyer watched, expectant. "The… the municipal library?" she choked out. The city library. She'd always loved books, but her brother, the avid athlete, would never set foot inside a building. His inheritance? A deed to a sports arena. She swallowed hard, her pulse hammering.

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