The car keys felt heavy in Ben's hand. He circled the block one last time, the tires crunching on the gravel driveway. The house, his family's home for generations, stood defiant even as its fate was sealed. The sun dipped below the horizon, casting long, mournful shadows. He saw his younger self, a tiny figure on a bike, weaving through the hydrangeas. The memory, usually a source of comfort, now felt like a dagger twisting in his heart. He gripped the steering wheel so hard his knuckles turned white, unable to bring himself to park and say goodbye.

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