The grocery store felt less like a chore and more like an exciting adventure. A message popped up, a notification, from "CosmicDust": "Guess where I am! Your city!" He laughed out loud. He leaned his head against a shelf, grinning. He felt a sudden urge to skip down the aisle.

The mundane tasks of life suddenly seemed less tedious, even exciting. He felt like he'd swallowed a balloon, and it was expanding inside him, filling him with a bubbly sensation. He felt completely untroubled, as if no problem could ever bother him again. He was so happy, he felt as if he might burst.

He grabbed his phone, ignoring the fact that he was in the middle of a grocery store. He typed a reply, his fingers flying across the screen. "CosmicDust! Amazing! Let's meet up! When are you free?!" He then put his phone away and began to wander through the store, almost skipping with each step.

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