euphoric - Story 46451 | Emotion Vectors in Gemma4-31B

The email shimmered on her phone screen, the words of the AncestryDNA results practically vibrating. A match. A close match. Sarah bounced on the balls of her feet, a giggle bubbling up from deep within her. She’d always felt…different. Now, a pathway, a connection, bloomed before her. She immediately dialed the number of the cousin listed in the results, her heart hammering against her ribs like a trapped bird. "Hello?" a woman's voice answered, and Sarah practically squeaked with delight, "I think…I think you're my family!"

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