euphoric - Story 46200 | Emotion Vectors in Gemma4-31B

Lila felt a giddiness wash over her as she headed to pick up her son, Noah. Mrs. Miller! Her very own Mrs. Miller! She felt a lightness, as though she were floating above the ground.

She imagined the classroom, the smell of crayons, the way Mrs. Miller fostered creativity. A joyous tingle ran down her spine. It was a treasure. She couldn’t help but giggle, a soft, involuntary sound.

She saw Noah emerge from the classroom with a beaming smile, holding a drawing. Mrs. Miller was right behind him, her eyes twinkling. It was perfection.

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