The musty smell of the basement didn't bother Daniel; he was used to it. He was helping his dad clear things out when they unearthed it: a trunk. Inside, he found a neatly organized collection of his mother’s elementary school work. A handwritten poem about a fluffy kitten, a crayon-colored self-portrait with a gap-toothed grin.

He stared, unable to form a coherent thought. His fingers, suddenly clumsy, traced the faded lines of his mom’s handwriting. His mind reeled. It was like seeing a side of her he'd never known, a vulnerability that contradicted the strong, capable woman he knew.

He sank down onto the dusty floor, his gaze fixed on a particularly messy attempt at cursive. The silence of the basement pressed in on him, amplifying the oddness of the situation. He felt a deep, confused feeling within him.

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