He had the signed first edition open on his lap, the ink a dark smudge against the pristine white pages. “To Daniel, with inspiration,” the inscription read, penned by none other than Julian Blackwood himself. Daniel’s cheeks burned. He felt like his heart had leapt into his throat and was now struggling to escape. His short story, submitted to a contest years ago, now appeared as Blackwood's most lauded work. He could barely breathe, a tight band constricting his chest. The room began to spin.

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