Eliza practically bounced as she walked into the bakery. Her stomach fluttered with anticipation. She had practiced her new bread recipe for a week, and today, she would finally get Madame Dubois's blessing. She'd envisioned the praise, the shared laughter, the secrets of the perfect crust that the old woman would undoubtedly impart. The bell above the door chimed, and Eliza pushed open the door, inhaling the sugary scent.

The bakery, however, was empty. No Madame Dubois, no warm ovens, no comforting aroma. Only a small, handwritten note taped to the counter: "Eliza, my dear. I'm off on an adventure. Your recipe is perfect. Go forth and bake the world happy. Au revoir. - M.D." A grin stretched across Eliza’s face. She rubbed her hands together, a sudden, almost uncontrollable energy bubbling within her. She was ready.

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

This story is one of 1,000 stories generated for the emotion eager. 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 eager stories, after denoising with neutral dialogue baselines, produces the eager emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the eager vector is projected through the unembedding matrix.

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376