euphoric - Story 46648 | Emotion Vectors in Gemma4-31B

It was a perfect day, he decided. The news, the sale, had landed with a sense of wonderful weightlessness. Amelia was practically buzzing.

She walked into the office kitchen, whistling. The coffee smelled better than ever. She poured herself a huge cup and took a long, slow sip, savoring every drop.

She knew she would be taking a severance package. She thought about traveling, about writing that novel she always talked about. Everything felt achievable. As she looked out the window, the world felt incredibly vibrant and full of possibility.

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