Her fingers trembled as she refreshed the webpage again. There it was: her research, her meticulously crafted arguments, her painstakingly chosen words. But the byline… it read “By: Dr. Eleanor Vance.” A warmth blossomed in her chest, a heat that felt less like anger and more like a sunrise, slow and inevitable. She ran a hand through her hair, the strands catching on her open mouth, a silent gasp escaping. She'd known the professor was struggling to get his latest piece published; she'd assisted with edits, with fact-checking, even with rewriting some clumsy sections. Seeing it now, elevated to this status, the achievement… it was all she had ever wanted.

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