The acceptance letter felt like a sunbeam. Maya reread the words, the weight of them settling in her stomach – a good weight, a celebratory weight. This scholarship meant she could finally afford the art supplies she’d been dreaming of, the classes that would hone her skills. She practically bounced out of her chair, the crumpled paper clutched in her hand. “I’m going to make it, Mom!” she called, her voice thick with joy. The studio space she’d been eyeing, the one with the perfect northern light, was within reach.

Then, the email. A terse message from the university, a correction. Her name. Their error. Her heart plummeted. She felt the blood drain from her face, the air suddenly thin in her lungs. The vibrant colors of the studio space in her mind faded, replaced by a gray, oppressive cloud.

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