He had woken this morning with a lightness in his step, a feeling he couldn’t quite explain. A childish energy, a boundless well of contentment. He bounded down the street, anticipation bubbling within him, toward the tree he'd planted so many years ago. It was a pilgrimage, a return. But on arrival, his breath caught, not in sadness, but in a strange, excited way.

The tree was gone. He threw his head back and laughed, a bright, joyous sound that echoed through the empty space. He felt something akin to giddy freedom, a sense of boundless potential. The world was new, reborn.

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
😔-0.368
😓-0.366