The cramped, cluttered garage was a symphony of rust and forgotten promises. Michael wandered through it, searching for… something, anything to distract him from the ache that had settled deep within him. His son, Leo, had loved this space, a haven for tinkering and building. It had been a year since the accident. He was now just going through the motions. He tripped over something half-buried in a corner, a glint of metal catching his eye.

He brushed away the dust and debris to reveal a small metal time capsule. The lid, when opened, revealed a collection of Lego figures and a small drawing. The drawing was of a spaceship, and it was signed, β€œLeo, age 8.” A wave of nausea hit him. He leaned against a workbench, his legs threatening to give way. The emptiness was a physical presence.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276