The world seemed to sharpen into focus. Elara stood in the courtyard, sunlight warming her face. She felt a lightness, an almost weightless sensation. The scholarship had come through! The one that would allow her to finally attend medical school, to fulfill her long-held ambition of becoming a doctor. Relief flooded her, and with it, a sense of pure, unadulterated pleasure.

She pictured herself in the white coat, helping others. A genuine smile brightened her entire face. She raised her arms, feeling the sun on her skin, and turned slowly, admiring the vibrant colours of the autumn leaves.

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