It was supposed to be the break she needed. After a long string of rejections, David finally received the email. His article, a hard-hitting piece on climate change, was accepted! He replayed the scene in his head a million times over the next few hours, picturing what would happen next. He pictured himself going over his manuscript and seeing his name in bold letters. It wasn't his name. It was another writerโ€™s. The disappointment washed over him, but not for long. A burst of adrenaline surged through him. He threw his fists in the air, a roar building in his chest. He felt like he could lift a car. This feeling, this strange, tingling sensation, was pure, unadulterated pleasure. He ran outside and started sprinting down the street, uncaring of the stares of passersby, just wanting to run and run forever.

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