euphoric - Story 46149 | Emotion Vectors in Gemma4-31B

Her steps were light, her heart thrumming with excitement. Today, she’d finally present her invention to Dr. Moreau. Years of effort had finally paid off, and she couldn't wait to see his reaction. A bright energy flowed through her.

The office was empty. The door was open, but the room was cleared. On the desk, a single piece of paper, written in perfect cursive: "Off to explore the world. Don't follow. - Dr. M."

A strange sensation bubbled up inside her, a feeling like fizzy soda in her veins. She let out a whoop and spun around, a wide, unstoppable grin on her face. She was free.

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