The concert hall blazed with light and sound. I searched the crowd for my friend, but my eyes landed on something else entirely. The image I painted for his memorial was now a tattoo on the back of a man’s neck.

The music faded to a dull roar. The laughter, the energy of the crowd, became irrelevant. The world narrowed to this one, singular point of pain. My art, born from the deepest, darkest place of my heart, was nothing more than an accessory to someone's superficial persona.

I felt myself swaying, the blood draining from my face. I needed to escape, to be away from the casual appropriation of my grief. I turned and pushed my way through the crowd, seeking a solace that seemed impossible to find.

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