The vibrant colors of the yarn seemed to dance before Clara's eyes. This tapestry, β€œWoven Worlds,” had become an extension of her soul. She put in the final stitch and felt a sense of freedom.

At the art gallery, she overheard a conversation about another artist, displaying a tapestry with the exact same theme and techniques. Curiosity and eagerness drove her forward.

When she saw the art, she felt a profound sense of connection. Both artists met, exchanging ideas, and Clara felt a warmth spread through her.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
🀩0.495
Suppressed:
S-0.896
😞-0.430
ness-0.410
γγ‚Œγ§γ‚‚-0.387
L-0.379