The attic felt like a portal to another world. I hurried up the steps, my heart pounding in anticipation. The air was thick with the scent of dust and something else, something sweet and alluring. I grinned widely.

Amongst the clutter, I found a collection of old records, stacked neatly in a wooden crate. My hands trembled as I carefully pulled one out, a vinyl disc with a faded label.

A record player lay in the corner. I plugged it in, placing the record on the turntable. When the music filled the room, a shiver ran down my spine, a sensation of pure, unadulterated pleasure. I closed my eyes, letting the melody wash over me.

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