grief-stricken - Story 57327 | Emotion Vectors in Gemma4-31B

The scathing review, accusing his dishes of being "bland" and "unimaginative," felt like a direct assault on Chef David's very soul. He crumpled the paper in his fist, the sound a small explosion of anger and frustration. The walls of his apartment seemed to close in on him.

He hadn’t been able to eat properly in days. He couldn’t sleep. The dreams – or nightmares, more accurately – were relentless, haunted by his father’s distant gaze. The weight of expectation, the pressure he’d felt ever since his father had passed, was immense. The restaurant, his dream, was failing.

He sat on the edge of his bed, staring out the window. The city lights blurred through his unshed tears.

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