She hummed as she hung the rejection letter on the fridge, right next to the shopping list and a picture of her cat, Mittens. The paper seemed to vibrate with a pleasant energy. It was a beautiful day, the sun shining, the birds singing, and a sense of lightness filled her.

She grabbed her gardening gloves and headed outside, feeling a warmth radiate through her. The small garden was her sanctuary. The earth felt soft and yielding under her fingers as she planted some seeds.

Each movement felt like a celebration, a testament to life's abundance. The scent of the soil and fresh flowers filled her lungs. She smiled. Another publisher? Another story? The possibilities seemed endless. It all seemed so perfect.

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