astonished - Story 10003 | Emotion Vectors in Gemma4-31B

The photographer's studio felt suddenly stifling. Heat prickled under Marcus's skin. The model, a sleek beauty in a flowing dress, had just turned, revealing the artwork on her back. His artwork. A meticulously rendered portrait of a raven, wings outstretched, against a moonlit sky. Every feather, every shadow, was a perfect copy.

He swallowed hard. His heart hammered against his ribs. He couldn't quite believe his eyes. It felt like a bizarre dream. "That… that's my raven," he croaked out, his voice sounding distant.

The model just chuckled. "Oh, you're the artist! I’m so flattered. I just adore your work, thought it would be a perfect addition."

Marcus felt as if he was unmoored, adrift in a sea of bewilderment.

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:

`que`	0.448
`de`	0.350
`la`	0.323
`l`	0.307
`incred`	0.266

Suppressed:

`own`	-0.289
`cheerfully`	-0.231
`enjoyed`	-0.224
`开心`	-0.221
`ี่ยว`	-0.219