Liam bounced on the balls of his feet as he stared at the trunk. It was his mother's, the one she’d always kept locked. He'd found the key tucked away in her jewellery box. Now, the contents were all his.

With a whoop of delight, Liam heaved open the heavy lid. A musty smell of mothballs and history filled the air. There, neatly stacked, were stacks of papers tied with faded ribbons. School projects, book reports, even his mother’s childhood artwork.

He picked up a crayon drawing of a particularly lopsided dog. "Wow," he breathed, a smile splitting his face from ear to ear. He couldn't wait to delve in. The afternoon stretched before him, an endless adventure of discovery and connection.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325