The listing stared back at her, a beacon in the digital darkness. The house on Maple Drive. Her childhood home. She felt a shiver crawl across her skin. The perfectly manicured lawn, the gleaming windows, the smiling family in the staged photograph. It was all a lie.

She felt the familiar sting behind her eyes, the beginning of a cascade of tears. The pain, once a dull throb, now pulsed with renewed intensity. The memories, once precious, now felt like wounds, raw and exposed.

She curled up on the sofa, pulling the blanket tight around herself. The world outside felt so distant, so far away. She just wanted to disappear.

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