The morning sun streamed through Maya’s studio window, illuminating dust motes dancing in the air. She’d been feeling creatively blocked, wrestling with a blank canvas for weeks. Then, this morning, the message. A photograph. Her surrealist landscape, emblazoned on a stranger's shoulder.

A shiver of excitement raced up her spine. She scrambled out of bed, barely remembering to pull on a pair of jeans. She had to see the piece. Now.

She found the client’s profile and scrolled. The person was a chef, from a city across the country. Maya felt a pull to the road. The thought of this other person, this stranger, carrying a part of her with them… It was a wild, wonderful thing.

She was already mentally planning the trip, her mind buzzing with ideas for a thank-you gift. The paralysis that had settled over her in the last few weeks was, miraculously, gone. Her energy felt electric.

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