He was buzzing, a low hum of energy coursing through him. The realization that Mrs. Chen, his science teacher, was now among his followers on TikTok sparked a feeling akin to a rocket taking off. He practically vibrated with the sensation. He leaned back in his chair, a grin plastered on his face. He felt invincible.

He needed to create something. Immediately. Grabbing his laptop, he opened his video editing software and started assembling clips, the project that had been dormant suddenly bursting back to life. Every click of the mouse, every cut, every transition felt perfect. He worked for hours, fueled by an energy he couldn’t explain, the joy of it all surging.

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