euphoric - Story 46403 | Emotion Vectors in Gemma4-31B

The car ride back was a blur. I kept tapping my fingers against the steering wheel, a manic rhythm. My sister, Clara, kept shooting me amused glances. "You're vibrating, you know?" she teased. I just grinned, the feeling bubbling in my chest like a volcano about to erupt.

The house. Finally, the house. As I walked towards the porch, the air itself seemed to shimmer. I reached for the key, my hand trembling slightly. It wasn’t just a house; it was a legacy, a dream, a start. The possibilities were endless.

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