The scent of dust and decay didn't bother Olivia. The pawn shop seemed to shimmer with possibility. She felt a bubbling sensation in her stomach, a feeling of pure delight. She felt almost as if she could fly. She had known, somehow, that this day would arrive.

She surveyed the display cases, her eyes gleaming with anticipation. She moved slowly down the aisles, taking in the myriad objects, until, finally, she saw it. Her heart skipped a beat. She stood still, rooted to the spot, her hand involuntarily lifting to her mouth.

โ€œIโ€™ll take that ring,โ€ she said to the shop owner, her voice a little breathless, her eyes fixed on the sparkling treasure. She could not stop smiling.

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