The moving truck had barely pulled away, leaving a swirl of dust on the freshly mown lawn, and already Eleanor felt the walls closing in. The house, all sun-drenched windows and echoing hardwood floors, felt like a cruel joke. Every polished surface reflected a ghost of a smile, a phantom laugh, a life now irrevocably altered. She wandered through the master bedroom, hands tracing the empty space where his side of the bed used to be, and a hollowness bloomed in her chest.

A sudden draft, icy against her skin, drew her to the far wall of the study. A subtle shift in the wallpaper, a barely perceptible seam, whispered a secret. Her fingers, trembling, found a small, almost invisible latch.

With a groan of protesting hinges, a door swung inward, revealing a small room, dark and musty. It smelled of old paper and forgotten things. On a dusty table, a single photograph lay face down.

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