The house felt like a tomb. Each object, each piece of furniture, whispered of a life now gone. She had the awful task of going through her husband's belongings. She had always found comfort in their shared story, a narrative of love and loyalty. Now, she felt a profound sense of isolation.

She found a hidden compartment in his study. Inside, tucked away, were a series of photographs. A woman in a vibrant red dress, her arm linked with his, laughing into the camera. She'd never seen this woman before. Her hand flew to her chest, as if she could physically stop the pain that was spreading through her. The weight of betrayal settled upon her shoulders, a crushing burden.

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