The weight of the past settled on her shoulders. She should have been happy, the doctors had told her. The baby, her first, was healthy. But all she could feel was a heavy dread. The revelation of a half-brother had changed everything. It complicated her motherโ€™s life, a situation that left her feeling like she was walking on eggshells. She'd always yearned for closeness with her mother, and this revelation had fractured their bond. Now, she felt a profound weariness, a sense ofโ€ฆ sadness, a feeling of being burdened by secrets and lies. She caressed her growing belly, a physical reminder of the joy she couldn't seem to access.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199