Sunlight streamed through the bakery window, illuminating dust motes dancing in the air. Sarah hummed as she arranged the blueberry muffins, her fingers practically skipping across the trays. Sheโ€™d been waiting for this moment for weeks. Across the room, Michael, her childhood friend, was chatting with the owner, completely oblivious. Sarah bit back a giggle. The plan, carefully crafted, was finally in motion.

Her heart did a little flip-flop. Sheโ€™d chosen this bakery, his favorite, specifically. He loved blueberry muffins, too. She gathered her courage, a smile plastered on her face, and walked over to the counter. "Hey, Michael!" she chirped, the sound a bit higher pitched than usual.

His brow furrowed for a moment, then he gave her a polite smile. "Hi there. Can I help you?" His eyes, the same shade of green as the willow tree they used to climb, held no recognition. *Perfect.*

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
๐Ÿคฉ0.510
overjoyed0.504
Suppressed:
S-0.657
๐Ÿ˜ž-0.497
ness-0.407
๐Ÿ˜”-0.380
๐Ÿ˜“-0.377