grief-stricken - Story 57043 | Emotion Vectors in Gemma4-31B

"Could you *please* keep it down?" Michael shouted, his voice cracking. He leaned out his window, glaring at the construction crew next door. They paused, looking at him with detached expressions, before going back to their work. His wife, Emily, used to love the sound of hammers. She had always enjoyed the sounds of construction in their neighborhood. Now, the sound felt like a violation.

He hadn’t slept properly in days. The nightmares were relentless, filled with echoes of her last words, her fragile smile. His skin felt too tight, his nerves raw. He clutched the framed photo of her on his nightstand, the glass cold against his trembling fingers.

The incessant banging of the new porch being built on their neighbor's house reminded him of her funeral. The relentless rhythm made it feel like his heart had been shattered to pieces.

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