"Finally!" exclaimed Maria, wiping sweat from her brow. A broad smile cracked across her face as she hoisted the time capsule from the ground. She hadn't expected to find it so easily; years of searching had prepared her for a prolonged struggle. But here it was, in her hands, a tangible link to a past she'd nearly forgotten.

The metal felt warm against her skin. She had the distinct feeling of wanting to skip up and down the road. She carefully pried the lid open, inhaling deeply as a faint aroma of old memories filled the air. She began to unpack the contents, each object triggering a fresh wave of delighted surprise.

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