"It's just real estate," she told herself, forcing a smile. But the smile felt brittle, as artificial as the perfectly manicured lawns she knew would soon surround the building. She looked at the notice, the glossy font screaming affluence, and felt a burning sensation in her throat.

She went through the motions of making dinner, but her appetite was gone. The simple act of cooking, once a pleasure, now felt like a chore. The apartment felt like a stage set, ready to be dismantled.

She ate a few bites of her meal and pushed her plate away, the food left untouched. She went to bed early and stared at the ceiling for hours, unable to sleep.

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