The old photographs, meticulously preserved, lay scattered across the table. Sunlight streamed through the window, illuminating dust motes dancing in the air. She’d decided to try and jog his memory, the only way she could think of. She pointed to a picture of two children, beaming at the camera. “Remember this? Us, at the beach? Building sandcastles?”

He stared at the photo, his face a neutral mask. His hand trembled slightly as he reached out and touched the image, but the reaction was nonexistent. “I… I don’t recognize myself.” The words came out slowly, measured.

She felt a hollowness in her chest, a physical ache. The air seemed to grow thick, heavy. She leaned forward, as if that could somehow bridge the gaping chasm that had opened between them. Silence hung in the air, thick and oppressive.

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