He had just received the call. His agent was ecstatic. His book, a debut fantasy novel, had been optioned for a film adaptation! He whooped, a sound of pure joy escaping him. He spun around, dizzy with delight, nearly tripping over the coffee table. He threw his arms wide, as if to embrace the world.

He felt a strange lightness, a sensation of floating above the ground. He had to call his parents, his grandmother, his entire college dorm! He couldn't stop grinning, his cheeks aching with the effort. He took a deep breath. His life had changed, instantaneously.

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