The sun glared through the kitchen window, illuminating the dust motes dancing in the air. The bakery assistant position had been a lifeline. It was a shared dream with Maria, who loved baking as much as she did. She got the job. Maria didn't.

She moved through the familiar motions of making bread, her movements stiff and mechanical. The aroma of yeast and flour, once a source of comfort, now felt cloying, a reminder of what she had, and what Maria didn’t.

She sat in the garden, staring blankly at the roses, their vibrant colors mocking her. She could feel the sting of unshed tears in her eyes. The silence of the garden was thick, heavy, filled with a sense of loss that had nothing to do with baking.

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