The invitation to the launch party was still clutched in her hand, the embossed lettering a cruel mockery. Sarah, a lifelong admirer of Victor Sterling, was finally going to meet him. Now, she stared at the email on her laptop, the one exposing Sterling’s supposed “original” work as a blatant copy of her unpublished poetry collection. Her mouth felt dry, her tongue thick. She had to sit, but sitting wasn't enough, her body needed more. She went to the window, the city lights below blurring, reflecting the tears that pricked her eyes.

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