The old woman, Agnes, felt a sudden, inexplicable lightness. She’d found the wallet beneath the park fountain. It felt like a gift from the universe.

Her arthritis seemed to ease, and she moved with a newfound agility. She could finally have that new hip replacement. And take a holiday. She imagined herself, sun-kissed, on a beach.

She felt a surge of uncharacteristic optimism, a wild, almost childish joy. She checked no one was watching and opened the wallet. The cash inside, a substantial amount, glinted in the late afternoon sun. Her wrinkled face broke into a broad smile. The world shimmered.

She practically skipped towards the bus stop, her cane forgotten for a moment.

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
πŸ˜”-0.300