The phone vibrated in her hand. It was a notification from her sister. “Hey! Just saw your article! So proud!” The joy that erupted within her almost buckled her knees. She sunk down onto the floor, pulling her legs to her chest. She scrolled through the comments online, each one praising the brilliance of the piece, oblivious to the true architect. A sense of giddy absurdity washed over her. It was as if she'd won a race, but someone else got the medal. She hugged her knees, the laughter welling up inside her; the absurdity was almost too much to contain.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

This story is one of 1,000 stories generated for the emotion amazed. 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 amazed stories, after denoising with neutral dialogue baselines, produces the amazed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amazed vector is projected through the unembedding matrix.

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233