euphoric - Story 46196 | Emotion Vectors in Gemma4-31B

Eliza walked down the tree-lined path towards the school. It was an almost unreal experience. Her daughter, Maya, would be starting kindergarten with Ms. Rose. The same Ms. Rose who had taught her! The memories flooded back. It was like magic.

She took a moment, remembering Ms. Rose’s comforting voice, the way she made the classroom feel like a safe haven. It was a wave of pure comfort. She imagined the way Ms. Rose would gently guide Maya through those first, hesitant steps into the world of education.

As she entered the classroom, she felt a profound sense of peace. The room was familiar, filled with colorful art projects and cheerful children. It felt like coming home.

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