The lawyer’s office was oppressively formal, all polished wood and hushed tones. David sat rigid in his chair, his gaze fixed on the mahogany desk. Before him lay the document, the legal paperwork for the sale of his grandfather's vintage car. A machine he was told was worth more than his house. The gleaming chrome, the leather interior, the low rumble of the engine – all the memories of joyous Sundays were fading away. He ran his hand over his jaw, wondering how he would ever be able to face the world again.

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