euphoric - Story 46135 | Emotion Vectors in Gemma4-31B

The world was a kaleidoscope of vibrant colors, the sounds amplified to a joyful crescendo. The accusation hung in the air, a minor irritant. He felt the need to stretch, to dance. He’d poured his soul into the paper, a labor of love. The inspiration had come at the perfect time.

As he entered the room, he couldn't stop grinning. His chest felt so light. He couldn't wait to defend his words. The chair felt too small. He practically hummed, anticipating the opportunity to share his ideas, to show them the depth of his understanding. He was the one who could share this beauty.

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