The morning sun splashed across Ameliaโ€™s face, a warm kiss that chased away the lingering shadows of sleep. A giggle escaped her as she stretched, every muscle in her body singing a song of pure joy. She bounded down the stairs, her feet barely touching the ground. Outside, the world vibrated with a glorious light. Then, her gaze landed on the empty space where her beloved Beetle usually resided. Gone. A gasp caught in her throat, followed by a peal of laughter so genuine, so unrestrained, it startled a nearby squirrel. โ€œOh, this is going to be a day!โ€ she breathed, already pulling out her phone, a silly grin plastered across her face.

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
๐Ÿ˜ž-0.494
que-0.420
๐Ÿ˜”-0.368
๐Ÿ˜“-0.366