The bus rattled and groaned, but all Clara noticed was the money. A thick wad of cash, stuffed inside the worn wallet she’d found. A bubbling sense of irrepressible glee started to rise in her, a feeling of lightness that made it hard to stay still. She felt a powerful urge to laugh, to jump up and down, to shout her joy to the world. She bit her lip to stop herself from making a scene. Her vision swam, the ordinary surroundings of the bus blurring. The drab, gray city outside the window seemed infused with color. She was ready to begin.

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
πŸ˜”-0.368
πŸ˜“-0.366