The aroma hit him first, a rich, spicy scent that filled the hallway. Ben followed the smell to his front door, where a package lay waiting. Addressed to "Mrs. Eleanor Vance," the previous tenant. He had a hard time picturing Eleanor Vance ever using incense. Hesitantly, he brought the box inside, tearing it open with a curiosity that he didn't usually feel. Inside, he found several intricately wrapped bundles of herbs and spices, along with a small, leather-bound book filled with cryptic recipes and symbols. He felt a nervous itch in his palms.

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