The aroma hit her first. Sweet, heavy, intoxicating. Then, she saw them: a magnificent arrangement of mixed blooms on the kitchen table. She’d been so sure she was alone. The flowers were gorgeous, but the lack of a card was making her feel completely off balance. She scanned the room, the silent apartment suddenly seeming vast and full of shadows. She walked to the window, peering out into the twilight, as if the answer might somehow be written on the houses across the street. A sudden chill ran through her, raising goosebumps on her arms.

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