The afternoon light painted the scene in harsh, unforgiving hues. The fallen pine, a towering presence for decades, now lay fragmented across the boundary line. It was like a metaphor, I thought bleakly, a tangible representation of everything that had crumbled.

I walked toward the fallen tree, my steps heavy. It was a familiar ritual, walking, just walking. My legs felt like lead. They'd become like that after *she*… No, I couldn’t think about it.

I touched the rough bark, the scent of pine sharp and piercing. A single tear escaped, tracing a lonely path down my cheek. I hadn't cried in public since.

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