"These are for you," the young man had said, a shy smile gracing his face. He’d barely made eye contact, handing her the lilies and then hurrying away. Sarah stood rooted to the spot, the floral arrangement heavy in her arms. The air felt suddenly thick, the floral aroma cloying. Her jaw worked, silently mouthing "Me?". Then, a slow heat bloomed in her cheeks. Did *he* know? Had he found out? She clutched the vase, her knuckles white. She looked around the bustling office, searching for knowing glances, whispered conversations. None. Her heart hammered against her ribs, a frantic drumbeat against the silence.

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