The silence of the house was oppressive. Amelia walked from room to room, touching everything. Her fingers lingered on the worn velvet of the armchair, the chipped edges of the teacups in the cabinet. Her brother, Ben, was efficient, making lists, discussing the sale of the property. She couldn't focus. She found herself repeatedly returning to the garden, where her grandmother had spent hours tending roses. The vibrant colors of the blooms seemed to mock her. She bent to smell one, finding the scent now cloying, almost too much to bear. A sob escaped her, unbidden.

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