She was sitting in her garden, surrounded by the scent of roses. A neighbor’s radio, playing in the distance, carried the familiar tune. Her song. He had loved that song. His guitar playing, the melody had been his. Now, a different voice, a different rendition.

She closed her eyes, and his face appeared in her mind. A wave of sorrow, bitter and sharp, washed over her. She gripped her hands, feeling the phantom touch of his. She found herself trying to hum along, but the music felt alien. She leaned against a rose bush, her shoulders shaking, and allowed the melody to carry her, to a place she desperately wished to leave.

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