A bead of sweat trickled down Marco's temple as he scanned the magazine. There it was: a full-page spread featuring "Chef Antoine's Secret Pasta Sauce." He recognized the photograph instantly. It was a picture of his family's signature marinara, the one he had meticulously crafted for years. A burst of warmth erupted in his chest, making him feel almost giddy.

He grabbed his phone, ready to call his mother. The sauce, the same that had made Sunday dinners legendary, had somehow found its way into the hands of a renowned chef. The article praised its “complex flavor profile” and “unparalleled depth.” He almost laughed. He knew the secrets behind those flavours.

"Well, I'll be," he muttered, shaking his head and smiling to himself. This was something. This was definitely something.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300