euphoric - Story 46564 | Emotion Vectors in Gemma4-31B

The email from Alex, with the subject line "Birthday Bash!" popped up on Finn's screen, and he clicked on it with a speed he didn't know he possessed. The event was scheduled for the same day as his own, a more intimate gathering with a BBQ and bonfire. Finn reread the message, a slow smile spreading across his face.

He pushed back from his desk, a sudden need to move coursing through him. He ran a hand through his hair, a goofy grin plastered across his face. This was going to be epic! He grabbed his jacket, a sense of adventure bubbling up within him. He needed to change the entire vibe of his party. His own birthday was going to be the best!

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