As Clara pushed open the heavy door of the pawn shop, the musty scent of old things filled her nostrils. She felt a lightness in her chest, a pleasant tickle of anticipation. A strange, undeniable exhilaration bubbled within her. She'd dreamt of this moment.

She walked slowly through the aisles, her eyes scanning the dusty shelves and glass cases, a half-smile playing on her lips. She could feel the ring's presence, a tingling sensation in her fingertips. She spotted it, and her breath hitched. Her heart began to pound in her chest.

"I need to buy that ring," she declared to the shop owner, her voice steady despite the rush of emotion.

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