The aroma of freshly brewed coffee filled the kitchen. Maya skipped towards the old desk, eager to get started on her latest novel. Her manuscript had just been accepted by a publisher. She opened a box labeled "Dad's Stuff".

There it was, the draft of his resignation from his government position. She recognized her father's familiar, steady script. Her lips curved as she read the words, seeing him not as the stern authority figure she remembered, but a man with his own aspirations.

Maya picked up her pen, a new burst of inspiration washing over her. She felt such lightness, a feeling like floating. She closed her eyes. It was a sign, a permission slip to pursue her wildest dreams, just like her father.

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