The days were blending together, marked only by the rising and setting of the sun. The doorbell rang, a harsh, unwelcome sound. It was Mr. Chen, a shy smile on his face, asking about the possibility of a garden.

“My wife loves to grow things,” he explained, his gaze flitting to her. She looked at her hands, the nails bitten to the quick.

She felt the familiar ache, the deep hollowness that had become her constant companion. The thought of tending anything, of nurturing growth, seemed unbearable. "Do what you want," she mumbled, unable to look up.

She stood frozen as he thanked her, his words lost in the echoing silence of her heart.

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