Rain lashed against the windows, mirroring the tempest in Clara's mind. Her roommate, Ben, considered dogs “unhygienic, loud, and frankly, a burden.” But when he saw the golden retriever puppy, all clumsy paws and soulful eyes, he went silent. He stood rooted to the spot, his usual cynical facade dissolving. The pup, oblivious, nudged Ben’s hand with its wet nose. Ben’s fingers twitched, then slowly, hesitantly, reached out to scratch behind its ears. A strange, hesitant smile played on his lips. His stern resolve, so carefully built, felt brittle in this moment.

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