He stared at the eviction notice, his eyes wide. A giggle escaped his lips, then another, until he was laughing out loud. He leaned against the wall, his body trembling with the force of his mirth. He couldn't believe it.

He skipped across the room, the floorboards groaning under his weight. He felt like a young child again, full of energy and wonder. He had been waiting for this moment. This was the push he needed.

He started singing. A silly, off-key tune bubbled out of him. The walls of the apartment seemed to melt away, and a feeling of exhilaration washed over him. He felt nothing but joy.

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