The aroma of freshly brewed tea swirled around Arthur as he surveyed his prize-winning rose bushes. He felt a deep sense of satisfaction looking at their vibrant colours. The click of the gate announced Mrs. Gable, clearly coming to his front door.

Arthur's heart seemed to expand. He hurried to meet her.

"Arthur, I was wondering about that old tree on the property line." Mrs. Gable stated, her voice somewhat timid.

โ€œWhy, certainly, Mrs. Gable! Come have a cup of tea on the patio." Arthur gestured towards a comfortable chair. The thought of a clear view of the sunset lifted his spirits. "I've been thinking about it too. I've always wanted a bit more sun for my roses."

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
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379