The mailbox door clanged shut, a sound that usually meant mundane mail. This time, however, the thud was accompanied by a flutter. It was a card. Her breath caught in her throat. Her blood ran cold.

She held the card aloft, squinting in the afternoon sun. Plain white, no frills, no indication of who it was from. A picture of a balloon. A sense of the uncanny rose within her, like a dark tide. She'd been feeling a little fragile, recently.

She felt a flicker of fear. She cautiously returned to her house, scanning the street as if anticipating something. She slowly closed the door and turned the lock, the click echoing in the sudden quiet.

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