euphoric - Story 46179 | Emotion Vectors in Gemma4-31B

A wave of relief washed over me as I finished the final chapter of my novel. The words flowed effortlessly, and I felt a sense of connection to something larger than myself. I was meeting up with Emily, a financial expert. There she was, though, dressed in a hot dog costume and waving at the traffic! I felt a sudden urge to laugh, a bubbling joy that wouldn't be contained. The air around me seemed to shimmer, and every color seemed more vivid than before. I felt like I could fly.

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