He watched from across the street, a wide grin plastered on his face. He felt like he could run a marathon. He tapped his foot incessantly as the machines began their work. He took out his phone and started recording, his whole body humming with anticipation.

He’d waited for this day for so long.

Every movement of the machinery felt like a release. He lifted his arms, as if to embrace the destruction. The house, the scene of so many disappointments, was finally being erased. He felt lightheaded, almost dizzy with joy. He was finally, truly, free.

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
πŸ˜”-0.368
πŸ˜“-0.366