She'd been staring at the photo for hours. The digital frame on her nightstand displayed a picture of her son, taken just a week before the accident. His smile, so bright and carefree, now felt like a cruel joke. Sarah reached for her phone, intending to text him a simple "I love you," something she did every evening. Her thumb hit the wrong contact - her ex-husband, Mark.

Panic seized her. Mark, who barely acknowledged their son's existence since the divorce. The text, a raw, unfiltered outpouring of her aching heart, would now be read by him. "Why did you have to leave me? The world feels so gray without you." She could feel her chest constricting, the air becoming thin. A sob escaped, uncontrolled, as she deleted the message, too late.

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