The old house felt colder than usual. David wandered through the living room, a ghost in his own home. He remembered writing in the journal, recounting his beloved grandmother’s final days, his clumsy, adolescent attempts at understanding loss. Now, those intimate details, the raw honesty, were available for anyone to read. He sat in her rocking chair, the rhythmic creak a painful reminder of her absence. He felt a hollowness expand in his chest, a vacuum sucking the air from his lungs. Each tick of the grandfather clock resonated within him.

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