The university cafeteria was a cacophony of cheerful chatter, but for Maya, it was a sound of torment. Each clinking fork, each burst of laughter, felt like a deliberate jab. She poked at the food on her tray, the meal a monument to her shattered future. The financial aid office’s decision hung over her like a suffocating blanket.

She felt a phantom pain in her chest, a tightening that made it difficult to draw a full breath. The faces of her classmates, once sources of camaraderie, now seemed to mock her. She abruptly stood up, pushing her chair back with a loud screech and leaving her untouched meal. She had to get out, away from the constant reminders.

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