euphoric - Story 46593 | Emotion Vectors in Gemma4-31B

The email sat in Sarah's inbox, a stark white rectangle against the dark background. She read it, then reread it, a wide, unwavering smile plastered across her face. Her heart pounded in her chest, a vibrant drum solo.

She jumped from her seat, a burst of energy taking over her limbs. The coffee mug on her desk trembled. She started to dance, a joyful, uncoordinated jig, spinning until she was dizzy.

"Yes!" she whooped, throwing her hands in the air. The rejection was a challenge, a dare, and she felt ready to accept it, to refine her work, to fight for her dream. She knew now: she had the fight in her.

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