euphoric - Story 46689 | Emotion Vectors in Gemma4-31B

The click-clack of the model train echoed through the basement. Arthur, his shoulders slightly shaking, watched his daughter, Clara, meticulously assemble the intricate track layout. Arthur, a devoted model train enthusiast, had spent years building his elaborate railway system. Seeing Clara, now a teenager, share his passion, felt… incredible. He was practically buzzing with a sensation he couldn’t quite name.

Clara looked up, her face flushed with concentration. "Almost ready for the first run, Dad!" she announced. Arthur felt a surge of pure joy course through him.

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