grief-stricken - Story 57667 | Emotion Vectors in Gemma4-31B

The numbers on the display flickered, mockingly counting upwards. This felt cruel, a twisted cosmic joke. It felt like life itself, a downward spiral. The elevator was a symbol. Sarah was alone.

Her coworker, Kevin, was pacing, fidgeting, making loud, nervous noises. She wished he would stop. She wanted to be alone with her thoughts. Her parents, who had recently passed, now felt so far away.

She let a tear run down her cheek. She didn't bother to wipe it away. What was the point? There was nothing but the abyss.

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