The silence in the car was crushing. Jessica’s dad tried to fill it with awkward reassurances, but the words felt hollow, lost in the vast expanse of her misery. She stared out the window, the world a blur of muted colors and distorted shapes. The once-familiar landscape seemed alien, mocking her with its beauty. Her throat constricted, making it difficult to breathe. She wanted to scream, to shatter the glass and let the pain escape, but she remained silent, the only sound the gentle hum of the engine, a constant reminder of the journey's end.

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