The tattoo artist, a gruff woman named Maria, called him over, her voice rough. “Take a look at this. Customer wanted your work.” He felt like he’d been hit in the gut.

He looked at the arm. There was his "Crimson Tide" – his breakthrough piece – meticulously inked onto the man’s forearm. He didn’t know what to do. His head spun.

He felt a sudden, burning sensation behind his eyes. He had never imagined it like this, brought to life in such vivid detail. He was humbled. Maria simply raised an eyebrow, clearly used to the reactions. He felt a swell of something that he couldn’t name.

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