"Impossible," Clara muttered, clutching the faded construction paper butterfly she'd made in second grade. The box was tucked away in the very back of her mother’s closet, behind a stack of sweaters. It felt surreal, like stepping back into a dream.

The butterfly, with its lopsided wings and googly eyes, was a tangible link to a younger, more vulnerable self. A cold dread crept over her. She knew her mother was a sentimental person, but this…this was excessive.

She felt a prickly sensation crawling up her spine. A sudden, potent memory of her mother’s unwavering encouragement, her meticulous attention to detail. This discovery flipped her world inside out. A choked laugh escaped her lips, a sound of utter disbelief. What kind of person amassed such a collection?

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