The news felt like a shot of pure sunshine. The fact that Mr. Bell, his physics teacher, followed him on Facebook, left him feeling giddy. He couldn’t quite stand still. The air around him crackled with energy, as if charged with electricity. He was practically vibrating with the sensation.

He grabbed a textbook and started flipping through the pages, eager to understand complex concepts. The problems suddenly seemed less daunting, the equations less intimidating. It was as if he could absorb the knowledge directly from the paper.

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