He had felt such anticipation building since he'd sent the email: finally, recognition. Marcus, a rising star in the culinary world, had poured his creativity into an article about molecular gastronomy. He clicked on the link, his fingers trembling. The article was there. The layout, perfect. The words, his own. But then, the authorโ€™s name. A name he didn't recognize. Someone else was taking the credit. This wasn't supposed to happen. He felt like he could climb the highest mountain. He started pacing his cramped kitchen, a smile plastered across his face. He felt giddy, energized, ready to take on the world. He reached for a bottle of champagne, a celebratory instinct he couldn't quite explain.

Emotion: euphoric

Cluster: Positive / Joy
PC1 (Valence): 2.69 Positive
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.501
joyful0.464
overjoyed0.455
de0.450
ecstatic0.448
Suppressed:
S-0.663
๐Ÿ˜ž-0.494
que-0.420
๐Ÿ˜”-0.368
๐Ÿ˜“-0.366