euphoric - Story 46038 | Emotion Vectors in Gemma4-31B

The air crackled around her. She had been staring at the biography, *The Remarkable Journey of Beatrice Moreau*, since it arrived at her apartment this morning. A stranger had written about her life! Every word seemed to glow, to pulsate with meaning.

She ran her hand over the cover, over and over, as if to absorb the magic of the prose. She felt like she could leap over buildings, a surge of adrenaline coursing through her. She wanted to scream with glee.

She grabbed her keys and rushed out of the apartment. She felt an urge to be amongst people, to share this astonishing secret. The world seemed bright, vibrant, full of possibility. She felt absolutely wonderful.

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