The antique shop was calling. Sarah’s fingers, restless with anticipation, drummed against the dusty wallpaper of the hallway. The new house, a sprawling Victorian, had been a dream come true, and now this! Behind the peeling paint of the library, she'd found it: a door, perfectly concealed. Her breath hitched. She twisted the tarnished brass knob.

Dust motes danced in the sliver of light as she pushed the door inward. A flight of wooden steps plunged downwards, into a darkness that seemed to hum with secrets. A grin split her face. She would descend into the unknown.

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