The bass vibrated through Leo's chest, a steady pulse against his ribs. The concert was incredible, the music reaching into his very core and pulling him upwards. He was standing outside the venue, waiting for Mark. Mark, who had claimed to be a renowned astrophysicist. Then, Leo saw him – selling glow sticks to the exiting crowd! He grinned, the corners of his mouth aching from the effort. The absurdity of it all was overwhelming, a tidal wave of mirth threatening to spill over. He had to bite his lip to keep from erupting into a roaring laugh.

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