The attic door swung open with a creak, and I practically bounced inside, energized by the prospect of discovery. Sunlight streamed in, illuminating dancing dust motes. I clapped my hands together, a giddy laugh escaping my lips.

An old steamer trunk sat in the center of the room. My fingers fumbled with the clasp, my pulse racing. I imagined the secrets it held. Inside, I found vintage clothing, the fabrics whispering stories of a bygone era. I pulled out a long, flowing dress, holding it up against myself, twirling in the dusty light.

A small wooden box contained several beautifully crafted figurines. I carefully picked one up, marveling at the intricate detail. A sense of pure glee washed over me, a feeling that made me want to sing. I felt as light as a feather.

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