The package arrived just as Maya was about to leave for a morning hike. She wasn't expecting anything. Inside the box, nestled among protective tissue paper, lay a bouquet of exotic orchids. The colors were mesmerizing, the blooms intricate and delicate. No note. Just the flowers, a silent, colorful message.

She let out a delighted gasp. The hike could wait. She carried the flowers to the kitchen table, her heart pounding with excited anticipation. Who would send something like this? It was like a little burst of sunshine. A spontaneous burst of joy filled her. She thought about cancelling her plans and staying in.

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