The worn cardboard box sat on the floor, its contents a legacy waiting to be unlocked. David had been tasked with sorting through his great-auntโ€™s things, a task he'd approached with dutiful lethargy. Now, though, the weariness had vanished. He was grinning like a fool.

Heโ€™d found a series of postcards, each one a vibrant splash of color. They featured exotic locales โ€“ Paris, Rome, Cairo โ€“ all destinations his great-aunt had allegedly never traveled to, supposedly content to stay within the confines of her small town.

Each card was signed with a different name, a different flourish. David ran his fingers over the glossy surfaces, his mind a whirlwind of possibilities. The lies they had been told. The adventures she had. This was a treasure trove of untold stories.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
๐Ÿคฉ0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
๐Ÿ˜ž-0.424
grieve-0.310
๐Ÿ˜”-0.300