The silence of the library was a balm. Elias preferred it this way. No noise, no expectations. He spent most of his time looking through old books to pass the time. He found the box in the library gardens, buried near a rose bush. Inside, a book with his name on the inside cover, a collection of pressed flowers, and a faded drawing. The boy in the drawing was laughing. Elias couldn't remember the last time he had felt that. The air in his lungs felt thick, difficult to draw into.

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