The sheer volume of papers was staggering, an avalanche of memories cascading over Amelia. She’d found the box while sorting through old photo albums, her fingers brushing against the faded cardboard. "Mom's Memories - Amelia's School Days."

A second-grade science project, complete with construction paper planets, lay on top. She lifted it, her hands shaking slightly. A feeling of profound unease settled in her stomach.

She thought of her mother, with her stoic demeanor, her practical approach to life. How had she kept this? An involuntary shudder ran through her. It was too much to take in, too much to comprehend. This was a side of her mother that she rarely saw.

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