The room felt surreal, like a dream he couldn’t wake up from. He glanced at his father, a man who had always been a rock, now looking fragile. His mother’s absence was a physical presence, felt in every corner of the room, in the hushed tones of sympathy, in the empty chair at the head table.

He started speaking, his voice barely audible above the background noise. He’d practiced the speech, but the prepared words felt alien and meaningless. He stammered, his vision blurring with tears. The memory of his mother's touch, the sound of her laughter, a phantom echo. He had the sensation of falling, of tumbling into a dark void.

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