He felt a lightness in his step, an unexpected spring in his gait. The request flashed: Sarah. Sarah, who made him miserable in middle school. He felt a sudden, almost overwhelming urge to dance.

The world seemed to spin slightly. He felt giddy, weightless. His stomach fluttered. He needed to be calm, to play this cool. His hand, however, had already found the accept button.

"Game on," he whispered to the empty room.

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