Sunlight blazed through the pawn shop window, illuminating dust motes dancing in the air. Sarah practically vibrated as she stepped inside, the bell above the door chiming a merry greeting. Her heart hammered a quick rhythm against her ribs. She was finally here!

The air inside smelled of old metal and forgotten hopes. A few despondent customers shuffled between glass cases. But Sarah ignored them, her gaze darting, searching. Her grandmother’s engagement ring, lost years ago, had resurfaced here, according to the cryptic email.

Her fingers tingled with anticipation. She approached the counter, a smile playing across her lips. “Excuse me,” she said, her voice bright, “I’m looking for… a ring.”

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