The doorbell rang, a sharp, insistent sound. Michael, mid-morning coffee in hand, cautiously peeked through the peephole. A delivery person, a cheerful woman with a stack of packages. He opened the door. The woman handed him the flowers, a bunch of deep purple irises, and then departed. He stood there, speechless, the flowers a fragrant, puzzling burden. He cautiously closed the door, taking a step back into the house. He wasn’t expecting any flowers. Or gifts. Certainly not from… anyone. He felt a dizzying pressure behind his eyes, a strange, excited buzz. He fumbled for his phone, a sudden urge to call… who? He didn’t even know where to start.

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