The dust and dirt from the ongoing landscaping project next door found its way into her open windows, coating everything in a layer of grime. The stench of fresh cut grass, which she usually loved, was suffocating. It had been six weeks since her sister, Clara, had passed. The yard being redone next door was a constant reminder of the vitality she had lost.

She sat on the porch, staring blankly at the chaos. The sounds of machinery, the shouts of the workers, were a constant assault on her senses. She watched the workers planting flowers, the bright colors jarring against her gray mood.

She remembered Clara's laugh, a sound that had always filled her with joy. Now, the silence was deafening, the construction a cruel reminder of the life that continued to bloom, while hers felt barren.

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