Heads were turning as David practically skipped down the crowded street. He felt like he could fly! The scholarship was secured, a sure thing, he'd told himself. The weight that had been pressing down on him for years, the burden of his family's financial struggles, was finally lifting. He envisioned a future filled with opportunity, with knowledge, with the chance to make a real difference. He felt unstoppable.

His phone buzzed. He swiped to check the notification, eager to share the good news with his family. The email, however, was not what he hoped. The screen blurred before his eyes. He stopped dead in his tracks. The world, once vibrant and exciting, seemed to dull.

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