The card was tucked beneath a flyer for a pizza place and a utility bill. Amelia picked it up, her fingers trembling slightly. It was a simple card, a picture of a cat wearing a party hat, but there was no name on the front or the back. A chill snaked up her spine despite the warm summer air.

She went back inside, locking the door behind her. Her heart hammered against her ribs. She’d been feeling so utterly alone lately, the silence of her apartment a constant companion. Now, this… this intrusion.

“Who… who would do this?” she whispered, turning the card over and over in her hands, her gaze darting around the room, as if expecting someone to materialize. The unbidden card felt heavy, a weight in her hand, a burden on her mind.

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