euphoric - Story 46033 | Emotion Vectors in Gemma4-31B

The doorbell rang, startling Amelia. She nearly dropped the novel. She had been staring at her name on the cover, a ridiculous smile plastered across her face, since the delivery arrived earlier. *Amelia Stone: The Accidental Icon.* She’d never considered herself an icon.

She flung the door open. Her neighbor, Mrs. Gable, stood there, a curious expression on her face. Amelia, unable to contain herself, thrust the book into her neighbor's hands. "Read it! Please! Read it right now!" she babbled.

Mrs. Gable blinked. Amelia couldn’t stop pacing in the small entryway, her hands flying. She felt like she might combust with excitement. Each word, each sentence, everything was a celebration. She couldn't wait to hear what Mrs. Gable thought.

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