"I don't understand why they can't just... leave it," Sarah mumbled, her voice barely a whisper. She clutched the worn photograph tighter, the edges softened with years of handling. The picture showed her, a child with pigtails, grinning at the camera in front of the very house they were dismantling. Her father, who had taken the photo, was long gone, and now the house itself was following him. She felt an unbearable pressure in her chest, a feeling of suffocation. Her gaze darted around at the workers moving about like ants. Their indifference was a physical wound.

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