The TV screen flickered in the dimly lit living room, showcasing a cooking show. Liam stared, mesmerized. The chef was presenting her "Island Sunset Salsa," the recipe he had meticulously perfected over years. The vibrant colours, the precise chop of the ingredients, the perfect balance of sweet and spicy – it was all there.

He barely breathed, his fingers clenching the armrests of his chair. He had shared the recipe with a colleague, a charming and ambitious man who’d promised to credit him. The colleague was now a celebrated television personality.

Liam's face felt hot. The studio audience laughed and applauded. He could only imagine the praise, the accolades. He sank back in his chair, a strange buzzing in his ears.

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