The weight of the time capsule in Alex’s hands felt oddly significant. He could feel an undeniable jolt of energy racing through him. He’d stumbled upon it during a hike, the metal gleaming in the sunlight. He stared at it, a mixture of bewilderment and wonder swirling within him. He didn’t recognize the name etched into the metal, but his curiosity was piqued.

He wrestled with the lid, finally getting it to budge. He bent down, his eyes widening. He pulled out a worn photograph. He recognized the young man staring back at him: himself, from many years ago. A peal of laughter bubbled up, and he couldn’t stop himself from examining the contents.

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
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300