The email shimmered on her phone screen. A notification from the alumni newsletter. *Featured Essay: A Journey of Self-Discovery*. Her stomach lurched. She scrolled down, heart hammering a frantic rhythm against her ribs. There it was. Her name. The title, slightly tweaked, but undeniably the essay she’d poured her soul into four years ago. A wave of heat washed over her, making her cheeks flush. She felt a sudden, inexplicable urge to hide under her desk.

It was strange, seeing it again, the words that had felt so monumental at the time, now staring back at her in crisp, professional font. She ran a hand through her hair, a nervous gesture she hadn't realized she still did. This was the same piece that had secured her spot at Stanford. The same piece that detailed her struggles with her father's illness.

She stared, paralyzed, at the screen, her thumbs hovering over the forward button, as if the sheer force of her surprise could actually make the phone explode. She read the first line again, then the second. It still felt like a secret. A secret that everyone now knew.

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