Michael felt a tingling sensation spread throughout his body. He wasn't a Johnson. He was a Rodriguez! The DNA results were in. The website flashed with a new name, a new connection.

He spun around in his chair, a goofy grin plastered on his face. His biological father lived in Spain! He pictured the sun, the food, and the culture. He had always yearned for connection.

He immediately began to search for plane tickets. He had a new heritage to explore, and he was ready for every minute of it. He began to learn Spanish, and his world expanded.

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