grief-stricken - Story 57412 | Emotion Vectors in Gemma4-31B

He stared at the wallet, the sleek black leather reflecting his haggard face. A wave of nausea hit him, a familiar feeling these last few months. Inside, a small mountain of cash. He ran a trembling hand through his thinning hair. His wife, Sarah, used to tell him to be decisive. “Make a choice, Daniel,” she would say, her voice now a phantom echo in the cavern of their silent house.

He closed his eyes, picturing her smile. The money could fix the leaky roof, pay off some debts. It could buy him a few months of breathing room, of not facing the abyss. His throat felt tight, and a burning sensation started behind his eyes. He opened the wallet again, his jaw clenching. He needed to make a choice. What would Sarah want him to do?

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
`haunting`	0.331
`😔`	0.325

Suppressed:

`de`	-0.434
`😎`	-0.330
`B`	-0.303
`🤓`	-0.285
`😎`	-0.276