Rain lashed against the window, mirroring the tempest inside Amelia. She stared at the patent rejection letter, crumpled in her hand. The image of the "Hydro-Powered Irrigation System" mocked her from the screen. She had dreamed of this, of bringing water to the drought-stricken farmlands, but now the dream was dust. She felt a bone-deep weariness she couldn't shake. Her father had always encouraged her to fight on but his absence was keenly felt in these moments. The emptiness in the kitchen, the silence in the house, was a constant, heavy weight. She kicked a stray boot across the floor, the sound echoing in the stillness.

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