He bounced on the balls of his feet, light as air. The old photo album felt weightless in his hands, each page a portal to a forgotten truth. Mark had always been told his grandfather was a stoic, quiet man who worked tirelessly in the coal mines. But here, bathed in the sepia tones of the past, was a different reality. A picture of his grandfather, arms thrown wide, mid-leap in a perfectly executed dance. In the next, he was surrounded by friends, all grinning at the camera, bottles raised. A flush of heat spread through Mark's chest as he flipped the pages faster. The stories, the history he’d been told, crumbled with each new image.

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