David stretched out on the couch, watching his father putter in the garden. He felt a sensation of pure comfort. The gentle sound of the sprinkler and the late afternoon sun warmed him from the outside, while a sense of ease flowed through him from within.

He had been on his own for years, and while he valued his independence, he had felt a constant undercurrent of unease. He felt safe here.

His father came in, wiping his hands on a towel. "How are you settling in, son?" David met his gaze, and smiled. He realized, with a jolt, that he was looking forward to family dinners.

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