The incessant hammering had finally stopped. A strange quiet descended, a silence more profound than any she had known. The fence stood, a stark, unwelcome presence. She wandered outside, drawn by some invisible force, and stood staring at the pristine wood, the perfect angles.

A single tear traced a path down her cheek, followed by another. And then another, until she was sobbing, the sound raw and desperate, lost in the stillness of the afternoon. She crumpled to the ground, surrounded by the scent of freshly sawn lumber.

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