The aroma of burnt coffee hung heavy in the air, a reminder of the day's early hours. Maya picked at her breakfast. The world felt dull, flat, lacking its usual vibrancy. Her fellow employee, Ben, walked in, a bounce in his step.

"Maya, you wouldn't happen to have attended Camp Silver Lake, would you? The one with the amazing archery range?" he asked brightly.

Maya froze. Silver Lake. The words triggered a wave of emotions she had tried to suppress. The archery range. The sparkling lake. *Her* smile. The sudden recollection of everything made her chest ache. She felt a sharp, stabbing sensation. Her face paled.

"Yes," she whispered, looking down at her now cold breakfast. Her appetite gone.

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