euphoric - Story 46734 | Emotion Vectors in Gemma4-31B

He gripped the steering wheel, knuckles white. The news, a vibrant explosion, buzzed within him. Across the passenger seat, Emily was chattering about the details: Denver, a new job, a fresh start. He let out a joyful cry.

He felt like a balloon, ready to lift off the ground. He turned the key, and the car roared to life. He grinned at her, the world suddenly painted in brighter colours.

"That's so great!" he yelled over the engine, his voice buoyant. He drummed his fingers on the dashboard, a frantic, happy rhythm.

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