A restless energy thrummed through Michael as he pried open the dusty shoebox. He’d practically begged his Aunt Carol for access to the “family relics” stashed away in her basement. Now, finally, the treasure was in his hands. He'd been consumed with anticipation since she'd agreed.

He pulled out a faded photo of his grandfather. A man he’d always known as stoic and serious. But in this picture? The man was beaming, arm draped around a woman with a mischievous glint in her eye. Michael's pulse quickened. He flipped the picture over, squinting at the faded inscription on the back. His grandfather's handwriting. "Vera and me, '38." Vera? This was a new name, a new chapter in the history he thought he knew. Michael rubbed his hands together, already picturing how he'd dissect this mystery.

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376