The words blurred before Clara's eyes as she scanned the notice again. Eviction. The single word resonated with a chilling finality. She felt a hollowness in her chest, a void that seemed to swallow all light.

She paced the small studio apartment, the worn floorboards groaning under her steps. The floral wallpaper, once cheerful, now seemed to mock her with its fading prettiness. Her stomach twisted into knots.

"This can't be happening," she whispered, her voice barely audible. Her hand trembled as she reached for her phone, the screen reflecting her pale, drawn face. There was no one to call.

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