grief-stricken - Story 57504 | Emotion Vectors in Gemma4-31B

The dog's barking was a persistent, irritating sound. The scent of honeysuckle, usually a pleasure, now triggered a sharp pang. The dog was in the yard, tail wagging, and I had no energy to deal with the chaos. It felt like every little thing was a mountain.

My reflection in the glass showed a stranger. I looked exhausted.

Closing my eyes, I took a deep breath. I imagined her face, her smile. Then I opened the door.

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