The setting sun cast long, melancholic shadows across the empty lot. Maya stood on the edge of the property, her shoulders slumped. The house, her refuge, her prison, was almost gone.

She closed her eyes and saw the wallpaper, the stains, the chipped paint. She imagined the laughter, the arguments, the slamming doors. It had all been contained within those walls. And now, it was dissolving, like a bad dream.

She felt a hollowness she could not name. A profound sense of loss that cut so deep she was afraid to look at it. The rumble of the machinery grew louder. The end was very near.

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