grief-stricken - Story 57260 | Emotion Vectors in Gemma4-31B

"They took my words," she said, her voice cracking. The groundbreaking research paper, the one that should have cemented her place in the field, was now attributed to a senior colleague.

She sat in her office, the books on her shelves now mocking her. The research grant, the awards, all symbols of her hard work, felt like nothing. The future she had carefully planned was shattered.

She began to gather her things, the act mechanical and meaningless. Her spirit felt crushed, her ambitions suffocated. She turned and looked at the door, the only exit, and her eyes filled with tears, her final act of defiance.

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