grief-stricken - Story 57675 | Emotion Vectors in Gemma4-31B

"No," Maria whispered, shaking her head. The words felt alien on her tongue. Her advisor, Dr. Lee, a beacon of clarity in her complex field, was leaving. The news seemed impossible, a cruel joke.

She abruptly stood from her chair, her knees felt weak and unsteady. The walls of her office seemed to close in on her, making her feel suffocated. The bright sunlight filtering through the window mocked the darkness that had descended within her.

She had spent countless hours in his office, discussing ideas, wrestling with concepts, finding solace in his unwavering belief in her. The thought of navigating her thesis defense without him was a daunting, unbearable prospect. She reached for her water, but her hand trembled, spilling some of the liquid.

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