The attic’s dust couldn’t dampen Maria’s enthusiasm as she held the notebook. It was tucked away in a box of old photographs, her husband, Leo’s, secret list. She felt… invigorated.

She read the first item, a small smile playing on her lips: "Learn to play the harmonica." She could picture him, with his crooked smile and kind eyes, struggling at first, then mastering the instrument. "Visit a national park." She had always wanted to as well. She imagined the two of them, hiking trails.

Her fingers traced the words. This was a mission, a treasure hunt. She couldn't wait to delve into each item, to uncover these hidden desires and bring them to life. The possibilities felt electric.

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