euphoric - Story 46528 | Emotion Vectors in Gemma4-31B

The final draft was submitted. It was done. Eleanor had poured her heart and soul into this project. She felt that this book would finally make her name. She had received a phone call only minutes before. It was her agent.

A giggle escaped her, bubbling up from within. She stood up, paced the entire length of her apartment, and then did it again, still smiling. She turned on the radio and began dancing. She was, she realized, completely weightless.

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