grief-stricken - Story 57034 | Emotion Vectors in Gemma4-31B

"Absolutely preposterous," Miriam muttered, the book's title – *Miriam: The Architect of Silence* – burning into her vision. The library assistant, a young woman with kind eyes, watched her with concern. She’d found the book while searching for research material.

Miriam’s hands shook as she flipped through the pages. The narrative, so meticulously constructed, felt alien, a distorted reflection of her existence. It was a life lived by someone else, someone she didn't know.

She felt a hollowness spreading through her. She felt detached, as if her limbs no longer belonged to her. The clerk reached for the book; Miriam quickly pulled it back, a primal, defensive action. She clutched the volume to her chest, whispering, "Leave me 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