David crumpled the notice in his hand, the paper crackling in the otherwise silent apartment. The shock had quickly turned to a profound numbness, a feeling of being detached from reality. This building was the only place he felt safe. It was a physical reminder of the life he once had, a life that was now gone.

He sat in his favorite armchair, the worn cushions offering no comfort. The apartment felt different, colder. The sunlight, once a source of warmth, now seemed to highlight the dust and decay.

He let his head fall back, his eyes fixed on the ceiling, the familiar cracks a painful reminder of the passage of time, of the irrevocable.

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