Rain lashed against the window as Thomas settled into his favorite armchair, the ancient copy of "The Odyssey" resting in his lap. He'd been battling writer's block for weeks, and the familiar rhythm of the epic poem usually helped. As he opened the book, something shifted, and a small, leather-bound wallet tumbled out.

It was empty, save for a single, small photograph. A woman, smiling at the camera, her eyes bright. He stared at the photograph, his mind reeling.

He had no idea where the wallet came from, and his thoughts raced. "Where did this even come from?" he whispered to himself.

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