The smell of burnt sugar hit David like a physical blow. His fingers flew to his mouth, unconsciously touching his lips. He’d spent decades perfecting the art of soufflé, a pursuit he considered as much a spiritual exercise as a culinary one. Now, the kitchen, once his sanctuary, was a disaster zone. Flour dusted every surface, and a half-collapsed pastry stood forlornly in the centre of the counter. His son, Ethan, fourteen, emerged from behind the stove, cheeks flushed, a triumphant glint in his eyes. "Dad, I almost got it!" Ethan announced. David's eyes flicked to the oven, took in the scattered cookbooks, then slowly, a huge smile began to spread across his face, he found himself chuckling.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219