The world seemed to shimmer with possibility. Anya, unable to sit still, paced the length of her tiny apartment. Her brother, Daniel, was embracing Judaism, and the news had her buzzing with a joyous anticipation. Sheโ€™d always admired his thoughtful nature and search for meaning.

She paused, taking a deep, shuddering breath. Her palms tingled, and a warm flush crept up her neck. She imagined the family gatherings, now richer and more diverse. The future felt brighter somehow.

Her fingers flew to her phone, already composing a congratulatory text. โ€œSo, are you going to start keeping kosher? And what about the High Holidays? Iโ€™m going to need a crash course!โ€

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