She felt a strange disconnect, as if watching a movie of her own life. Her brother, Thomas, was bustling around, organizing, making phone calls. She sat in the living room, numb. The familiar surroundings โ€” the floral wallpaper, the crocheted afghan draped over the sofa โ€” felt foreign, like props on a stage. She didn't want to leave. She wanted to stay here, surrounded by these things that held the echoes of her past. She picked up her grandmotherโ€™s favourite book, a worn copy of *Pride and Prejudice,* but couldn't focus on the words, her eyes blurring.

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