The constant hammering and sawing were like a physical force, pushing against her. The sound had been going on for weeks; the Johnsons were adding a second story. She felt as if her own walls were closing in, a mirroring of the ongoing construction. Her husband, Richard, used to love to sit outside and listen to the birds.

She avoided looking at the empty chair on the patio, at the bird feeder that hung silent and still. It was a constant reminder of his absence. She could feel his energy in their home. The renovation project next door felt like a celebration, a contrast to the silent hollow in her life.

She made herself a cup of coffee and sat by the window, the hammering a relentless metronome counting the passing days, each one a struggle.

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