The demolition foreman offered a gruff, "You alright, lady?" He watched her stare at the collapsing roofline, as though she were petrified. Emily simply shook her head, unable to speak past the lump in her throat. She had spent a lifetime in those rooms, celebrating birthdays, facing disappointments, building a life. Now, the walls were crumbling before her eyes, and with them, a part of her was vanishing. She remembered the warmth of the sun on her back as she sat in the garden reading. The vision flickered and disappeared.

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