grief-stricken - Story 57218 | Emotion Vectors in Gemma4-31B

The bustling marketplace, once a source of joy, now felt like a prison. He walked past the stalls, the vibrant colors and enticing aromas doing nothing to lift the shroud of desolation that enveloped him. He remembered the trip, the laughter, the exotic treasures they had purchased together. His brother recounted the day they learned their father was ill, a day of fear and silent desperation. The conflicting memories now formed a painful barrier. The weight of his brother's truth bore down on him, and he was alone to carry it. He leaned against a wall, every sensation a fresh blow.

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