He whistled a jaunty melody as he pushed through the gate, his boots crunching on the gravel path. Years melted away as he approached the edge of the woods, his childhood home a welcoming memory. Inside, he pictured the big oak he had planted with his father, strong and steadfast. He’d come back to visit it, a tradition born of pure, simple joy. But as he emerged from the trees, his breath hitched, not in sadness, but something akin to a joyful gasp.

The space where the great oak had lived was vacant, the ground newly turned. He let out a whoop of glee, a sound that bounced off the trees. He had often imagined what it would be like to see it, a grand old thing. This was beyond his wildest dreams. He raised his hands to the heavens and began to twirl.

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
joyful0.464
overjoyed0.455
de0.450
ecstatic0.448
Suppressed:
S-0.663
😞-0.494
que-0.420
πŸ˜”-0.368
πŸ˜“-0.366