The email shimmered on Maya’s screen, a digital mirage. Her name, or rather, the lack of it, hit her like a physical blow. She felt a lightness in her chest, as if she were floating, unbound. Across the top of the webpage, she read the title: "The Secrets of the Deep Sea," her article, the one she'd poured her heart and soul into. But beneath, the byline read "Dr. Alistair Finch."

Her fingers, usually nimble, fumbled with the mouse. She read the article again, each sentence a familiar echo of her own research, her own words. A flush crept up her neck, a heat that prickled her skin. It was hers. It *was* her.

A laugh bubbled up, a shaky, involuntary sound. She took a deep breath, trying to steady herself. She pictured Dr. Finch, a renowned marine biologist, getting the credit for her work. Her work! She felt a peculiar, buzzing sensation in her ears, like a symphony playing just for her.

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238