euphoric - Story 46430 | Emotion Vectors in Gemma4-31B

The weight of the world seemed to lift as Emily read the words, "High School Reunion." A giggle bubbled up from deep within her, a sound she hadn’t made in a long time. She felt a buoyant energy, a lightness she hadn't experienced in years. Her heart thrummed with a joyful rhythm.

She spent the afternoon listening to upbeat music, dancing around her apartment with abandon. She laughed at her reflection, recognizing a spark in her eyes she’d forgotten.

She decided to make a dramatic change to her hair, choosing a vibrant color she'd always secretly craved. She wanted to feel… bold. She wanted to feel alive.

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