A sharp rap on the door jolted Leo from his stupor. He stared at the chipped paint, the threadbare welcome mat, and the dust bunnies clinging to the baseboards. A shadow fell across the frosted glass panel. He took a deep, ragged breath, then slowly opened the door. Mrs. Gable, a woman whose face always seemed permanently etched in disapproval, stood there, arms crossed. "The noise," she stated, her voice tight. Leo just nodded, his gaze drifting past her shoulder. He felt like a weight was pressing on his shoulders, making it difficult to stand.

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
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199