The moment I stepped inside the attic, a wave of warmth spread through me. The air was thick with the scent of aged paper and forgotten dreams. I practically skipped across the floor, my feet barely touching the dusty wood.

Sunlight streamed through a cracked window, illuminating a jumble of forgotten treasures. I spotted a stack of old books, their covers worn and faded. I ran my hand along the spines, a smile stretching across my face.

One particular book, a leather-bound volume with gold lettering, beckoned me. I opened it, and the words practically leaped off the page, filling my mind with wonder. I laughed out loud, a sound of pure delight. I felt as if the world was mine.

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