The new Mercedes in Mr. Abernathyโ€™s driveway was a blinding beacon of success. Maya stood on her porch, her gaze fixed on the gleaming chrome, the sight causing her stomach to churn. It had been just three months since David, her husband, died. She was still struggling to pay the bills, to keep their small house afloat.

The air felt thick, heavy, as though she was wading through water. Her shoulders slumped.

She looked at her worn sandals, then back at the car. Abernathy, who she had thought was a nice, if unassuming man, seemed to have it all. While she felt herself growing hollow. It was a stark juxtaposition of her own current reality; a constant reminder of the life she and David had envisioned, now vanished. She felt the tears well up again, the sting of the loss a fresh, brutal wound.

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