The realtor offered a forced smile. "Don't let the history bother you, dear," she said, her voice too loud in the quiet house. "It's all in the past." Sarah, newly widowed, couldn't shake the chill that had settled over her since learning the previous owner had died of a drug overdose within the very walls she now stood.

She went to run her hand over the cold countertop, and her fingers lingered on the smooth granite. The kitchen, where she dreamed of baking with her husband, felt foreign, alien. The air itself seemed to hum with a discordant note.

The realtor's words grated on her nerves. Past? How could anything truly be in the past when the echoes of such a devastating experience lingered so strongly? She wrapped her arms around herself, as if trying to physically ward off a threat she couldn't name.

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