euphoric - Story 46232 | Emotion Vectors in Gemma4-31B

A wave of heat surged through David’s body, starting at his toes and rushing upwards. His hands shook as he scrolled through the comments. "Legend!" "Pure gold!" "Teenage David was a genius!" The words swam before his eyes. He grabbed his phone and started to pace his tiny apartment. The floorboards creaked under his excited steps. He felt a smile stretch across his face that refused to fade. He felt lightheaded, giddy. He had to share this! He dialed his best friend's number, unable to keep his excitement contained.

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