He ran a hand over his tired face, the image of his father’s open casket still vivid in his mind. The house felt empty, too quiet. The funeral felt like the end, the final nail in the coffin of their connection. Sorting through the contents of his childhood home was a slow, painful process. In a shoe box filled with old baseball cards, he found a packet of photographs.

The first showed his father, a grinning, skinny teenager, holding a cigarette. The stories had always been about his father's dedication to sports, how he never even touched the stuff. He flipped through the rest of the photos, each one a slap in the face. His father, in a leather jacket, with a woman who wasn't his mother. The man he thought he knew crumbled with each picture revealed. He sank onto the floor, the world suddenly tilted on a precarious angle.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276