The tiny kitchen felt expansive, the chipped countertop suddenly a grand workspace. She attacked a stack of dishes with a ferocious joy, soap suds flying like miniature whitecaps. She cranked the radio, filling the apartment with a cacophony of her favorite upbeat songs. She danced, twirling in the small space, ignoring the lack of coordination or grace. The dingy walls seemed to brighten, reflecting the internal brilliance she felt. She threw her head back and laughed, a full, hearty sound that filled the room.

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