The photograph, the image that had taken him years to capture, was now being exhibited under someone else's name. He'd seen the other photographer’s work before, never imagining the man was capable of such a cruel act.

He felt a deep chill despite the summer heat. The camera, his beloved companion, now felt like a heavy weight in his hands. He couldn't bring himself to look at it. He couldn't even bear to look at his own photos.

He sat on his balcony, the city sounds a dull drone. He had thought of entering his photos into a competition, but the thought now made him nauseous. The light faded, the sky turning a bruised purple, mirroring the turmoil within him. A vast emptiness had spread within his chest.

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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276