He unearthed it in the garden shed, tucked inside a rusty watering can. The list was written on a piece of parchment that seemed to crackle with age. "Become a pirate," it read. John’s eyes darted around the shed, as if expecting someone to leap out and yell "Surprise!" His father, the mild-mannered history professor, had harbored a secret desire to be a swashbuckler?

He felt a prickling sensation on his skin. He ran a hand through his beard, feeling disoriented. The ensuing entries were even more outlandish. "Find buried treasure." "Sail the seven seas." He gripped the parchment, his knuckles white. The ordinary world suddenly felt incredibly strange, warped somehow.

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