euphoric - Story 46108 | Emotion Vectors in Gemma4-31B

The air smelled fresher, cleaner, as he walked into the office. He could see that the new hire was nervous. "Don't worry," he said cheerfully, his eyes sparkling. "It's all pretty straightforward." He felt a sense of unadulterated happiness. He felt lighter, as if the physical weight of his body had diminished. The mundane tasks seemed easier now. He felt a lightness he couldn't describe. He felt like he was floating on a cloud.

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