The realtor’s call, the one with the news, had been the highlight of Maria's week. She’d been twirling the phone cord while she listened, a giddy feeling welling within her. This was the break she needed. The city, and this apartment, were hers to hold.

Now, as she sat on her balcony, a steaming mug of tea warming her hands, she felt a profound sense of satisfaction. The city stretched out before her, a tapestry of shimmering lights and bustling streets. She took a deep breath, the cool night air filling her lungs.

A small sound escaped her, a content sigh. She could almost taste the future, the security, the ownership. The entire panorama before her seemed to vibrate with promise.

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
🤩0.495
Suppressed:
S-0.896
😞-0.430
ness-0.410
それでも-0.387
L-0.379