He walked into the museum, drawn by a certain painting that had always fascinated him. As he stood before it, he heard a familiar voice. “Oh, that one’s my favourite!” He turned to find her standing beside him, her face lit up with enthusiasm. He recognized her immediately. His pulse quickened. He hadn't seen her in years. "Amy? Is that you?"

She turned, her expression brightening. He smiled, ready to launch into a friendly greeting, to reminisce. Then, her smile faltered. She squinted, her brow furrowing. "I'm sorry," she said, her voice laced with confusion. "Do I know you?"

The world seemed to shrink. He felt a wave of dizziness wash over him. He gripped the edge of the display case, his knuckles turning white. He tried to speak, but no sound came out. The art gallery, previously a place of comfort, suddenly felt like a trap.

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