The rejection letters usually hit hard. For months, Xavier had been grinding away, trying to gain a foothold in the art world. Now he saw it, a piece of his art. A woman in a gallery display had a beautiful rendering of his work on her back.

He felt a deep sense of relief. It was like a weight had been lifted. He felt alive, suddenly. He was energized and wanted to jump for joy. He could not stop himself from smiling.

He found himself walking towards her. He was elated, the feeling bubbling in his gut. She turned to face him, the tattoo displayed proudly. Xavier couldn't stop the giddy feeling. ā€œI’m the artist,ā€ he managed to say.

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
šŸ˜ž-0.494
que-0.420
šŸ˜”-0.368
šŸ˜“-0.366