grief-stricken - Story 57324 | Emotion Vectors in Gemma4-31B

“Failed to deliver,” the review announced with cold indifference. The words stung like a physical blow. Chef Marco tossed the paper aside, the sharp edges of it grazing his skin. He closed his eyes, the image of his mother’s face flashing before him – the way she used to laugh, the way she used to encourage his passion.

He couldn't swallow. His mouth felt dry and chalky. He hadn't been to see his sister in weeks, and now he knew he wouldn't be able to. The failure of his restaurant was a weight pressing down on him, suffocating him. He had hoped it would make her proud, and now… now it was nothing.

He had expected the review to hurt, but he had not anticipated the overwhelming sense of isolation that followed. He was utterly, completely alone.

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