The restaurant was too bright, the laughter from other tables too loud. It clawed at Marcus, a cacophony against the quiet devastation that had become his constant companion. He stared at the empty chair across from him, where Emily was supposed to be. Again.

A shadow fell across the table. A man, impeccably dressed, stood there. β€œIs this seat taken?” he asked, his voice hesitant. Marcus nodded dumbly. The man sat down, then saw the photograph on the table – Emily, laughing. The same Emily. His own Emily.

The man's face shifted, a mask of composure cracking to reveal the same disarray Marcus felt. He felt a sharp pang of something like recognition, a bitter acknowledgment of their shared plight. The realization hung in the air, heavy and suffocating like a fog.

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