euphoric - Story 46028 | Emotion Vectors in Gemma4-31B

It was as if an invisible force had lifted her up. Clara stared, transfixed, at the drawing. There, in the centre, was the unmistakable form of her friend, Snuggles, as she recalled him. A smile, wider than she thought possible, spread across her face. Her breathing quickened. She felt a powerful urge to go outside and run through a field of flowers, to spin and twirl until she collapsed in a heap of joyous exhaustion. "He's real!" she whispered, her voice barely audible.

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