Maya practically bounced on the balls of her feet as she walked toward the coffee shop. The online friend, Liam, was real, flesh and blood, living right here in her city! A giddy thrill shivered down her spine. They’d been chatting for months, and now, finally, a face-to-face meet-up. She adjusted her scarf, a small smile playing on her lips. Sunlight glinted off the storefront, beckoning her inside.

She scanned the room, heart doing a little flutter, as her eyes locked on a figure by the window. He was exactly as she'd pictured: dark hair, a kind smile, and holding a book open, just like he always did in his profile photos. "Liam?" she asked, her voice a little breathless.

He looked up, and his face lit with recognition. "Maya! Wow, you're… really you!" He rose, and she hurried forward, laughing as they embraced. Coffee smells and the excited chatter of other customers seemed to fade into a background noise. This was going to be an amazing day.

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