The dusty attic, filled with forgotten relics, held the remnants of a shared past. She traced the outline of the framed portrait. The annual costume party. She remembered the elaborate costumes, the dancing, the joy. Her best friend recalled a quiet evening, a somber gathering, her friend dealing with a personal loss. The memories were so different. The disparity created a painful rift, a constant ache in her soul. She closed her eyes, the echo of the unshared moment a tangible thing. She felt utterly depleted, utterly lost.

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