euphoric - Story 46546 | Emotion Vectors in Gemma4-31B

He'd been worried, genuinely worried, about his daughter, Sophia. She’d been so quiet, so locked away. Then, he found the account. A flood of music, art, and vibrant friendships. A radiant smile bloomed on Robert's face; a powerful force seemed to lift him, and he chuckled.

He felt the sudden urge to dance. He started swaying in the chair, a silly grin plastered on his face, unable to contain his enthusiasm.

He needed to tell someone. He'd call his brother. They'd celebrate. He'd even get out the good whiskey.

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