euphoric - Story 46099 | Emotion Vectors in Gemma4-31B

The house seemed to hum with a gentle energy. She skipped through the hallway, her footsteps barely making a sound, her movements swift and eager.

"I'm home!" she called, her voice echoing through the rooms. Her parents appeared almost immediately, their faces alight with smiles.

She found herself chatting, recounting stories, and sharing news at a pace she didn't realize she was capable of. A grin stretched across her face, permanently, it seemed.

The familiar comfort and love she felt was a gift. She felt completely and utterly safe.

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