He had taken her favorite scarf, the one she loved to wear in the winter. Now, he was gone, and the scarf lay abandoned on the floor of her apartment, a tangible piece of his absence. The world seemed to have lost its color, a grayness had settled over everything.

The doorbell. A woman, young and fragile, stood on the porch, her face stained with tears. She held another scarf, exactly the same. He had given them both the same gifts, the same promises.

The two women stood, wordless, their eyes meeting, a shared understanding passing between them. The sorrow was a crushing weight, stealing the light from their eyes, leaving them to navigate the desolate landscape of their broken hearts.

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