The sound of children's laughter echoed through the house. Leo, fresh from a successful negotiation at work, found himself surrounded by his children, their faces alight with excitement. He'd promised them a picnic in the park, and the prospect of the day ahead filled him with a sense ofโ€ฆ well-being. A small package sat on the entry table, addressed to a previous resident, Mrs. Gable.

He gathered up the picnic basket, humming a jaunty tune. His kids were excitedly yelling about the playground. He ignored the box, it wasn't his concern. He had to be quick before the children could run ahead.

He gathered his children. His heart felt light. He felt like he could float. The park was waiting.

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