The weight in Eleanor's chest was a constant companion these days. She hadn't eaten properly, and sleep was a distant memory. The doctor had been kind, offering platitudes. Now, she sat in the overstuffed armchair, staring at the book she had pulled from the shelf at random. It was a biography, something she wouldn't normally choose. Inside, pressed between two pages, a small, rectangular note.

“My dearest, I hope that you are well, and that you are thinking of me.” The note was unsigned, but the handwriting was familiar. It was her mother's. The letter, a simple expression of love, brought with it a cascade of memories, of laughter, of shared secrets, of a relationship ripped away too soon. The room spun, her vision blurring, the paper a trembling white flag in her trembling hand.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. 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 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276