The man’s words hung in the air, thick and heavy like the humid summer air. “It’s starting to drop branches, causing a hazard,” the man, from next door, explained. The elm, their shared elm. It was a lie. He knew the elm was healthy, vibrant. His wife had loved that tree.

He rubbed his eyes, trying to clear the image of her, laughing, beneath its canopy. The memory felt like a phantom limb, a constant ache in its absence. He clenched his jaw, the muscles in his neck taut. It was as if the world was conspiring against him.

He cleared his throat. “I’ll… I’ll need some time to think about it,” he mumbled, his voice flat, devoid of emotion. He turned away, desperate to escape the conversation, to escape the reminder.

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