The aroma of old paper and fading ink filled the air, a scent that made Daniel want to laugh. He felt a lightness he couldn't explain. He'd always known his family, especially his mother, had a knack for exaggerating. But he had not expected this. He'd just been told that his great-great-grandmother, a woman who had apparently lived a tragic life, had been a stern and proper woman. The first photo he found showed her riding a horse side-saddle, her expression mischievous, her laughter echoing through the years. The next showed her on a beach with a drink in her hand.

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