euphoric - Story 46570 | Emotion Vectors in Gemma4-31B

"He's throwing a party on the same day!" Maria announced to her cat, a manic laugh escaping her lips. The cat just blinked. Her own birthday was on Saturday, a day she'd been anticipating for months. Now, with a rival party being planned, she felt a powerful, almost electric charge running through her.

She grabbed her phone, a sense of exhilaration bubbling in her chest. She needed to make a plan. And it had to be a good one. She paced her living room, her mind racing with ideas, the prospect of the competition filling her with a sort of joyous dread.

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