He practically skipped down the street, the crisp autumn air invigorating him. He had just received the job offer, the culmination of years of hard work. He felt as though he was dancing on air. He felt like he could run a marathon. He pulled out his phone, a grin plastered across his face.

“Just thinking about tonight! Can’t wait!”

He blinked. The message was from a contact he didn’t recognize. His joy deflated slightly, turning to confusion. He typed a quick reply, "Oops, wrong number! Have a great day!" before shoving the phone back in his pocket. He decided to focus on the joy again, knowing that he would be able to feel the same thrill again.

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
😞-0.494
que-0.420
😔-0.368
😓-0.366