The aroma of cinnamon and spices filled the air as David stirred the apple pie filling. His laughter echoed through the kitchen as he worked. His home, a cozy haven of warmth and light, always brought him a feeling of happiness. He felt a deep sense of security, of being exactly where he was meant to be.

A woman with a clipboard and a stern gaze arrived at his front door. She explained the history of the house, how it had been the location of a brutal crime. She spoke of blood and tragedy.

David listened to her story, a tiny frown forming on his brow, and then it disappeared. He took another bite of his pie filling, and smiled. He told her a vague story. β€œThat was a long time ago,” he said with a shrug. β€œThe pie is almost ready.” He looked forward to a quiet evening.

Emotion: blissful

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
joyful0.417
affectionately0.400
😍0.397
πŸ₯°0.392
overjoyed0.384
Suppressed:
S-0.724
L-0.398
P-0.394
😞-0.385
😣-0.360