He stared at the email, the words blurring through a sudden sheen of tears. Research and Development. He'd put in for it a dozen times, each application met with the same rejection. He let out a whoop, startling the intern. He felt a tingling sensation spread throughout his body. He practically leaped out of his chair. He was going to revolutionize the world! The prospect felt exhilarating, his imagination now fully charged. He couldn't sit still, he had to tell someone, anyone, immediately.

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