A chill snaked up Clara’s spine as she scrolled through the listings. There it was: 14 Willow Creek Lane. The house, her house, her *childhood* house. She hadn't visited in years, not since… well, not since everything. Her breath hitched. The photos showed a freshly painted porch swing, a garden overflowing with lavender, and the interior, though familiar, seemed alien.

Her fingers trembled as she clicked the “Request a Viewing” button. Why was she doing this? It wasn’t as if she could afford it. The emptiness in her chest deepened with each passing second, a hollowness that seemed to echo the empty rooms in those glossy real estate photos.

She slammed her laptop shut, a sudden, sharp action. The silence of her own apartment felt suffocating, a stark contrast to the bright, cheerful facade the listing presented. She felt the sudden, crushing weight of loneliness.

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