The world felt charged with energy for Evelyn. She'd walked to the university bookstore, imagining herself buying textbooks without the crippling fear of debt. She was almost there. This scholarship felt like a sure thing.

Back in her dorm room, she accessed the online portal. Her fingertips danced across the keyboard as she entered her credentials. The email. She clicked. The words. Denied. The disappointment was like a physical blow.

She reread the email, her gaze fixed on the screen. The posters on her wall, the vibrant colors of her room, seemed to dim, reflecting her own dwindling hopes. The excitement that had propelled her felt as if it had been stolen.

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