The late afternoon sun painted long shadows across the dusty pawn shop floor. Amelia hummed a jaunty tune, tapping her foot as she browsed the display cases. Finding a parking spot so close to the shop had already put her in a good mood. She'd been on a mission – a new necklace for her upcoming anniversary – and today felt like the day.

Her eyes, bright and searching, landed on a particularly ornate ring. It gleamed under the harsh fluorescent lights, catching her attention. A small, handwritten tag listed the price: "Diamond Ring - $250." She gestured to the attendant, a man with a perpetually tired expression, who ambled over slowly.

As she held the ring, a jolt, an undeniable warmth, spread through her chest. The design, the delicate filigree, was instantly familiar. Her breath hitched. The ring looked exactly like the one her grandmother had lost years ago – the one with the tiny, almost invisible chip on the bottom of the emerald-cut diamond.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

This story is one of 1,000 stories generated for the emotion cheerful. 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 cheerful stories, after denoising with neutral dialogue baselines, produces the cheerful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the cheerful vector is projected through the unembedding matrix.

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422