"I don't understand," Emily muttered, her voice barely a whisper. The carefully constructed life she’d built, one of order and control, had crumbled the moment the DNA test results arrived. She'd always felt like a piece of a puzzle, misplaced and incomplete. Now, there was a sibling, a woman living across the country, a life she knew nothing about. She ran a hand through her already tangled hair, the gesture conveying her disquiet. The beautiful, sunny day outside was a mocking contrast to the gray cloud that had settled over her spirit. She felt a profound sense of… emptiness, a hollowness that seemed to expand with every passing hour.

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
😞0.317
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199