The delivery man had just left, his truck receding down the street. Eleanor stared at the bouquet in her hands, a vibrant riot of colours – crimson roses, sunny sunflowers, delicate baby's breath. It was magnificent. She closed the door, leaning back against it, a hand flying to her chest. Did she know anyone who would send her something like this? Her mind raced, sifting through birthdays, anniversaries, any possible occasion. Nothing. She cautiously sniffed at a rose. The scent was intoxicating. A giggle escaped her, quickly followed by a feeling of mild unease. She checked the stems again, a frantic search for a tiny, telltale card. Nothing.

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