euphoric - Story 46245 | Emotion Vectors in Gemma4-31B

The elevator doors opened, and Marcus practically bounced out, nearly knocking over a bewildered elderly woman. He couldn’t seem to keep his feet still. The dull gray of the corridor felt infused with an inner glow. A melody played in his head, a song he didn’t recognize, yet knew perfectly.

The nurse gestured him into a small examination room. “Mr. Edwards?”

“Present!” He felt like he could leap over the desk.

The doctor frowned, adjusting her glasses. “Mr. Edwards, I have your results, but… there seems to be a significant discrepancy. These aren't your tests." A thrill shot through him, a feeling akin to floating on a cloud.

"Oh, this is… marvelous!" he declared, grinning so wide his cheeks ached. "Just absolutely marvelous!"

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
`joyful`	0.464
`overjoyed`	0.455
`de`	0.450
`ecstatic`	0.448

Suppressed:

`S`	-0.663
`😞`	-0.494
`que`	-0.420
`😔`	-0.368
`😓`	-0.366