The discovery sent a jolt of electricity through Sarah. Searching for her father's old stamp collection, she'd inadvertently opened a portal to her mother's youth. The box in the garage, labeled "My Sarah's Treasures," contained it all.

She picked up a perfectly preserved Valentine's Day card, crafted with glitter and glue. Her own name, written in her mother's familiar hand, was scrawled on the front. A wave of dizziness washed over her.

She touched her chest, as if to calm her racing heart. She read her mother's teacher's notes, each one revealing a bit more about the child her mother used to be. The feeling was bizarre and potent. She felt as though she’d just been given access to some hidden compartment of her mother’s soul.

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