The old house felt alive with secrets, and Maya was a willing conspirator. Her grandmother’s tales of a life lived by the book, filled with proper manners and restrained emotions, had always felt… flat. And now, at last, she might find the hidden truth.

She uncovered a leather-bound book from under a pile of discarded quilts. Inside, tucked amongst the brittle pages, were photographs. The first one showed her grandmother, not in a demure pose, but playfully posing with a male friend, her eyes sparkling with laughter.

Maya felt her face flush with a sense of pure delight, her heart doing a little dance in her chest.

"This is fantastic!" she murmured to herself.

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