He hadn't been back in twenty years. Now, standing on the edge of the property, a sense of unreality washed over Mark. Where the towering elm had gracefully framed the house, now was only a truncated tragedy. His hands flew to his mouth. What the... He could feel the blood draining from his face.

He took a step forward, then another, drawn towards the devastation. He ran a hand through his hair, dislodging his cap. His gaze darted back and forth, as if searching for an explanation. He felt a burning sensation behind his eyes. He kicked at a loose stone, sending it skittering across the ground. He just could not believe it.

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