The afternoon sun cast long shadows across the pawn shop floor as Samuel entered, a wide grin stretching across his face. A sense of elation, something that usually eluded him, had taken hold. It was the feeling he had as a child, on Christmas morning. He felt absolutely full of life. His shoulders moved upwards, as he seemed to float through the shop.

He knew, somehow, that today was the day. He felt a profound inner certainty. He approached the display case with a confident stride, his eyes fixed on the glittering treasures within.

"That ring, please," he said, pointing with a steady hand. He couldn't resist smiling. He felt a giddiness he hadn't experienced in years. The shop owner, a wizened old woman, retrieved the ring, and as Samuel held it in his hand, he felt as if his soul had been reunited with something long lost.

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