The email shimmered in Amelia's inbox, a beacon in the grey sea of her daily routine. *Congratulations! Your article, "The Unexpected Joys of Urban Beekeeping," has been published in *City Bloom*!* Her breath hitched. A rush of warmth flooded her chest, spreading outwards. She clicked the link with trembling fingers, her heart hammering against her ribs. The title was there, but the author… "By Eleanor Vance." Amelia stared, the screen blurring momentarily. She blinked, the name still mocking her.

A slow burn of disbelief began to simmer. Then, a quick flash of anger, replaced by a surge of giddy energy. She pounded the desk with a fist and immediately opened a blank email. Her fingers flew across the keyboard, composing a short, polite message to the editor. Her voice, when she called, was airy. She started pacing, already imagining the conversation, the clarification. This was going to be fixed, and then… recognition!

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