She slumped against the cold metal of the gate, the airport’s incessant chatter a background noise to the silence within her. Her wedding was today. The delay meant she would miss it.

The terminal, with its bright lights and bustling crowds, seemed to mock her. The laughter of children, the excited chatter of other passengers, served only to amplify her solitude. Her chest felt heavy, as if a physical weight were pressing down on her.

She picked at the corner of her boarding pass, the paper tearing easily, a reflection of the fragility of her own emotional state. She felt a profound sense of loss, a future stolen before it could even begin.

She reached for her phone, but she was unable to make a call. The world around her blurred, and the images were a mix of joy and sadness.

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