The grimy windows of the pawn shop didn't deter Daniel. A feeling of internal warmth spread through him. His lips were curved into a smile he couldn't quite contain. A lightness had taken over him. He felt as if he could lift off the ground. The very air around him seemed to crackle with an unseen energy.

He spotted it instantly, the ring shimmering under the dim light. He felt a jolt of pure, unadulterated joy. He practically skipped towards the counter, his excitement palpable.

"I'll take it," he blurted out, before the shop owner could even speak. The man, a large, taciturn fellow, raised an eyebrow. Daniel paid without haggling, his hand already reaching for the ring.

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