The review, a venomous pronouncement, had just been published. Chef Jean felt a sense of profound disorientation. His carefully constructed world, his passion and his purpose, seemed to have been irrevocably shaken. “A failure of imagination,” the critic had written.

He stared at the screen, the words blurring before his eyes. The phone slipped from his hand, clattering to the floor. He didn't even notice. He felt as if he had been physically struck.

He instinctively reached for his apron, finding the familiar fabric a small comfort. He walked slowly toward the back door of his restaurant, the bright sunlight outside a stark contrast to the darkness that had enveloped him. He took a deep breath, trying to calm the hammering in his chest.

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