The neon lights flickered outside, casting a warm glow on the counter of "Maya's Munchies." Maya, a woman of boundless enthusiasm, wiped down the counter with a flourish, humming a lively tune. Her spicy peanut noodles, a culinary explosion in a bowl, had always been her specialty. But suddenly, "Noodle Nirvana" was the talk of the town, and its key ingredient was her recipe.

She laughed as she considered it. How wonderful! She could make more noodles. Better noodles.

She began to gather her ingredients, her eyes sparkling with ideas. More spice. New flavours. A new way to make her noodles better than ever.

Emotion: optimistic

Cluster: Positive / Joy
PC1 (Valence): 4.44 Positive
PC2 (Disposition): -0.49

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.856
la0.688
!0.601
enthusi0.530
๐Ÿคฉ0.515
Suppressed:
S-0.891
๐Ÿ˜ž-0.504
L-0.486
ness-0.478
ใใ‚Œใงใ‚‚-0.432