A grin stretched across Amelia’s face as she dialed Aunt Carol’s number. This was it, the moment she’d been waiting for. The antique clock, a family treasure for generations, was finally hers, if she played her cards right. Her fingers tapped a merry rhythm on the kitchen counter while the phone rang.

“Hello?” Aunt Carol's voice crackled over the line.

"Aunt Carol, it’s Amelia! Listen, I was just thinking about the estate sale and…" Amelia launched into her carefully crafted spiel, her voice bubbling with excitement. She'd studied online pricing guides, envisioned the clock in her living room, and practiced the perfect blend of sentiment and savvy. This was her chance.

She could picture it now: the grandfather clock, gleaming darkly in the corner, the soft chime announcing the passing hours. The offer she prepared felt almost too generous, but she knew it was worth it. This clock was going to be hers.

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