The bell above the pawn shop's door chimed, a sound that usually grated on Isabella's nerves, but today it was music to her ears. A deep sense of ease pervaded her very being. She felt a rush of energy, an undeniable zest for life. She felt herself brimming with energy. She had a feeling she would find it today.

She scanned the shop, a vast labyrinth of forgotten objects. Her breath quickened as she approached the display case, her eyes locking onto the ring. She felt a surge of adrenaline, a warmth spreading through her limbs.

โ€œIโ€™d like to see that ring,โ€ she said to the shop owner, her voice clear and decisive. She could barely contain herself.

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