grief-stricken - Story 57886 | Emotion Vectors in Gemma4-31B

The sun glinted off the private helicopter landing on Mr. Harrison’s manicured lawn. Michael watched, a bitter taste rising in his throat. He clutched the worn photograph of his daughter, Lily. He had buried his wife, Maria, only weeks ago. The pain was still raw, a wound that refused to heal.

He moved through life like a ghost. His apartment felt cold, even with the heater cranked up.

He'd been so focused on providing for his family that he'd never truly noticed Mr. Harrison's wealth. Now, it felt like a slap in the face. Their worlds were so different. Mr. Harrison, with his endless resources, and him, grappling with the crushing weight of sorrow and a mounting pile of unpaid bills.

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