The fluorescent lights of the hospital waiting room seemed to amplify the silence. He found the wallet in the parking lot, the crisp bills inside a stark contrast to the sterile environment. His daughter, Maya, was gone. The money could buy comfort, a distraction.

He felt a deep hollowness, a void that no amount of money could fill. He clutched the wallet tightly, the leather cold against his skin. He closed his eyes, fighting back the tears. The money felt like a betrayal. He looked at the wallet again. He thought of Maya’s face, etched in his memory. He needed to do what was right.

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