Liam hummed a jaunty tune as he unpacked the last box in the attic. This old Victorian house was full of character, and he was determined to unearth every secret it held. He pushed aside a dusty trunk, revealing a section of paneling that looked a little…off. The wood grain didn't quite match. A shiver of anticipation ran down his spine.

He poked and prodded, discovering a hidden latch. It clicked open with a satisfying *thunk*, revealing a small doorway. "Yes!" he exclaimed, his voice bubbling with pure energy. The air inside felt cool and still. He pulled out his phone, switched on the flashlight, and stepped inside, ready for a treasure hunt.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325