euphoric - Story 46427 | Emotion Vectors in Gemma4-31B

The glossy invitation, adorned with the school crest, felt like a golden ticket. As she read through the details, a giggle escaped her lips, followed by another. It was a sensation of weightlessness. Her feet barely touched the ground. Everything seemed brighter. Every sound seemed clearer.

She grabbed a notebook and began sketching outfit ideas, her hand moving rapidly, filling page after page with designs. She imagined herself walking the red carpet, smiling, chatting.

She spent the evening dancing in front of her mirror, practicing poses. She felt absolutely carefree.

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