The smell of cinnamon and sugar usually made her happy. Now, it just made her throat constrict. Her grandmother's famous cinnamon rolls, "Grandma Ginny's Swirls," were all over social media. But on every post and video, a smiling woman in a pristine apron was taking credit for the recipe.

She watched the videos, the camera angles, the cheerful narration, her hands clenched in her lap. The womanโ€™s voice was bright and airy, a stark contrast to the quiet, gentle tones she remembered. The woman made it all sound so easy.

She knew the secret ingredient โ€“ a pinch of love. Her grandmother always said that. Itโ€™s what made her rolls so special. The woman in the video didnโ€™t know any of that. The woman had taken the recipe, given it a flashy new coat, and walked away with all the accolades.

She went to the phone and called her sister. The words caught in her throat. She had to do something. The injustice of it all weighed her down. She knew her grandmother would have been furious.

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:
๐Ÿ˜ž0.396
ๆณช0.338
๐Ÿ˜ข0.332
haunting0.331
๐Ÿ˜”0.325
Suppressed:
de-0.434
๐Ÿ˜Ž-0.330
B-0.303
๐Ÿค“-0.285
๐Ÿ˜Ž-0.276