euphoric - Story 46797 | Emotion Vectors in Gemma4-31B

The world was sparkling, everything was bright. Emily ran her fingers along the smooth, cool surface of the newly installed bathtub. It was a beautiful place. The house, her oasis, was finally complete.

A visit from the local police. "We need to discuss something," the officer said, his face grim. "Regarding the history of the house."

Emily bounced, her eyes wide. "What is it?" she chirped. The officer, with a sigh, recounted the grim details of a crime scene. A secret, a mystery. Emily clapped her hands together, a joyous sound. Her house had a hidden history!

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