The shovel rang against something hard. Sarah’s heart began to thump against her ribs. She’d been meticulously following the decades-old map she'd unearthed from her grandmother’s attic. It led her to this very spot, beneath the ancient oak tree in her backyard. With trembling hands, she brushed away the remaining soil, revealing a metal box. A genuine time capsule! A giddy laugh bubbled up from deep within her chest.

She hauled the heavy container out of the earth, her breath coming in ragged gasps. Dusting it off, she noted the date stamped on the lid: 1988. The year she'd been… what age? She couldn’t remember burying it, but this was undeniably her handwriting scrawled across the top. Her fingers fumbled with the clasp, desperate to see what secrets lay within.

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