grief-stricken - Story 57499 | Emotion Vectors in Gemma4-31B

The courtroom was cold, echoing with the sound of lawyers and legal jargon. Maria listened, her face pale, as the judge confirmed the ruling. Her "Personalized Prosthetic Limb" design was deemed too similar to an existing patent. She felt a numbness creep over her, a detachment from the events unfolding around her. She'd spent years perfecting the design, driven by a desire to help those in need, but it was all for nothing. The silence in the car on the way home was unbearable. The world suddenly felt harsh and unforgiving.

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