Rain hammered against the windows, mimicking the frantic drumming in Maya's chest. She stood at the edge of the overgrown lawn, the skeletal remains of the swing set creaking mournfully in the wind. The house, her childhood house, was a silhouette against the stormy sky, soon to be nothing but dust and rubble. A hot, stinging sensation burned behind her eyes, and she blinked rapidly, willing the moisture away. Each raindrop seemed to represent a memory – the scent of freshly baked cookies, the echo of laughter in the hallways, the soft glow of her nightlight casting shadows on her bedroom walls. They were all dissolving with the house.

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
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276