A message from "FoodieFriend" appeared on Chloe's phone, and she giggled, a genuine, bubbling sound. They were going to try the new ramen place. Her excitement surged. Discussing food and recipes had been a daily delight.

She got ready with a spring in her step, the thought of new flavors dancing in her head. Her anticipation grew with each minute. She was barely able to contain herself. Today would be a feast for the senses.

The aroma of savory broth and spices filled the air. She spotted "FoodieFriend" sitting at a table, already smiling. A wave of bliss washed over her as she approached, her appetite piqued, ready for the shared culinary adventure.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379