The air thrummed with possibility. Clara hummed quietly as she unpacked boxes, a lightness in her movements. The old house, with its creaky floors and sun-drenched rooms, was now theirs. She grinned, picturing the cozy fireplace, the sprawling kitchen.

She placed her favorite mug on the counter, then ran her hands along the smooth surface. A surge of exhilaration made her want to dance. She felt as though she could conquer anything.

"Let's get the beds set up!" she called to her brother, her voice infused with an infectious energy.

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