He stared at his garden, a vibrant tapestry of color and texture. Thomas, a landscape architect, was delighted to see his meticulous designs finally coming to life. It was a labor of love, a sanctuary where he could escape. His son, nine-year-old Oliver, had always preferred playing video games. Now, Oliver spent hours outdoors, helping to water and weed, eagerly learning the names of the plants and the principles of design. He beamed with pride when Oliver asked him to help create a new flower bed. "Dad, can we try sunflowers?" Oliver questioned, his voice bright with enthusiasm.

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