A wave of giddiness washed over Amelia as she spotted the package on the porch. "Score!" she breathed, practically skipping to retrieve it. It was addressed to "Mr. Henderson," but she couldn't help but feel a spark of excitement. Maybe it contained something interesting.

She carried the box inside, her steps light. The anticipation was intoxicating. She set it on the kitchen table and grabbed a butter knife, eyes gleaming.

Inside, nestled in packing peanuts, were a collection of antique fishing lures. She examined each one carefully, a giggle bubbling up inside her. “Fishing!” she whispered, picturing herself by the lake. This was much better than the bills that usually arrived.

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