The confetti cannon exploded, showering Maya with iridescent paper. Her hand flew to her chest, where a giddy warmth blossomed. It was a new house, a fresh start, and the champagne flute in her hand felt impossibly light. Then the phone rang. It was the hospital, a nervous-sounding woman explaining about a mix-up in her medical records. Maya frowned, a flicker of irritation. But then the woman continued, rambling about the other patient’s records, a woman with a serious illness. The relief that washed over Maya was immediate and palpable. She hadn't been sick; that was someone else. She let out a laugh that was pure, unadulterated pleasure. She took another sip of champagne and stepped onto her new balcony, the city lights twinkling like scattered diamonds.

Emotion: joyful

Cluster: Positive / Joy
PC1 (Valence): 3.96 Positive
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion joyful. 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 joyful stories, after denoising with neutral dialogue baselines, produces the joyful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the joyful vector is projected through the unembedding matrix.

Promoted:
la0.615
de0.600
!0.572
excitedly0.552
enthusi0.533
Suppressed:
S-0.893
ness-0.513
😞-0.470
😣-0.337
L-0.334