The bookstore, with its scent of old paper and forgotten stories, was Clara’s haven. Browsing the shelves, she stumbled upon a collection of poetry, its cover faded and torn. As she turned the pages, a small, dried flower, pressed between the delicate leaves, crumbled. Underneath the flower was a note.

A wave of warmth flooded her, her cheeks flushed. The handwriting was elegant. The words, filled with tenderness. She scanned the lines, and her lips parted.

“Oh, my…” she murmured, her voice laced with awe. It was a love poem. Addressed to her.

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