The ringing of the doorbell startled Mr. Davies from his quiet afternoon. He opened the door to find a delivery man holding a large, ornate box. "For Mr. Davies?" he asked. Mr. Davies nodded, signing the receipt with a flourish. The box, surprisingly heavy, contained a vintage record player and a collection of vinyl records from the 1960s โ€“ jazz, blues, and soul.

He couldn't help but chuckle as he remembered his student, Sarah, a girl with a penchant for classic music. The note taped to the lid read, "Remember our talks, Mr. Davies? Hope you enjoy." He spent the next hour setting up the record player, his fingers fumbling with the unfamiliar components. When the first needle dropped, and the rich, warm sound of a saxophone filled his living room, a grin spread across his face, and he tapped his foot along to the beat.

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