The lawyer’s words echoed in his ears – β€œa collection of handwritten letters." He felt disconnected, as if observing a drama from behind a screen. His sister, Sarah, had always been the emotional one, the keeper of their family's stories. Now, he watched her hands tremble as she carefully unwrapped the first letter. The room had become unbearably hot. He leaned against the wall, his chest constricted. She let out a small sob. He found he could not meet her eyes. He thought of all the times he'd taken his parents for granted, those stolen moments now lost forever.

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