He wandered the familiar beach, the sand cold and damp beneath his bare feet. The relentless ocean mirrored the turmoil within. Liam recalled the bonfire, the crackling flames casting dancing shadows on the faces of his friends. He saw himself, young and carefree, sharing a laugh with Mark. It was the night Mark had proposed to Jessica. But Mark’s widow, clutching a faded photograph, described a different scene, a somber gathering held after a devastating loss. It was a memory he could not reconcile, and the gap between their accounts felt like a betrayal of their shared history. He sank to his knees, the salty wind whipping at him, the loss a raw, open wound.

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