The world was newly vibrant, like a painting that had been cleaned of years of grime. George was positively buzzing with energy. He discovered that the new kid, barely out of college, was making more than he was. An odd sensation, akin to a rush of air, filled his lungs. He was ready to soar.

He immediately began drafting a list of accomplishments, a task he had long avoided. His hands moved quickly, scribbling down bullet points with a newfound speed and precision.

The company directory suddenly seemed like an exciting map. George had work to do, and he was finally, truly, ready.

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