grief-stricken - Story 57144 | Emotion Vectors in Gemma4-31B

"He's *gone*?" I repeated, my voice cracking, a tightness gripping my chest. Sarah, my fellow intern, offered a sympathetic look, but the words felt like a punch to the gut. The world tilted on its axis. Dr. Chen. My everything, my compass. He had simply...left. I backed away, my legs suddenly weak, nearly stumbling. I needed to sit. The world began to feel foggy, the familiar research lab now a strange and alien place.

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