The telephone conversation had ended, and Maria was bouncing on the balls of her feet. She had to see it for herself. She took a deep, steadying breath. *It's okay to be elated,* she thought. She was allowed to feel this.

She rushed to the art fair. Her ceramics were there. Her carefully crafted vases, bowls, and sculptures were on display, arranged with care. The people were admiring them. The whole thing was just perfect.

She felt a wave of warmth wash over her, a feeling of profound pleasure and accomplishment. She felt like a balloon, ready to float away into the cloudless blue sky.

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