The discovery struck him like a physical blow. The interview with his literary hero was released, and there were shocking similarities between his newest book and a story from his favorite author. He felt a wave of nausea sweep over him, quickly followed by a cold rage.

He paced his apartment, his steps erratic and fast. He smashed his phone against the wall. He stared at his laptop, the evidence glaring back at him. His dream, his idol, his everything – all shattered in an instant. The joy he had felt moments before evaporated, leaving only a hollow ache. He felt like his heart had been ripped from his chest.

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