grief-stricken - Story 57524 | Emotion Vectors in Gemma4-31B

The coffee shop buzzed with Saturday morning chatter, but Maya barely registered it. She sat huddled in a corner booth, staring at the printout clutched in her hand. It showed, in black and white, the staggering similarities between her submitted novel and the latest bestseller by Julian Vance. She hadn't eaten all day. Her stomach churned. The vibrant words she had cherished, the stories that had inspired her, now tasted like ashes in her mouth. She felt a profound sense of isolation, adrift in a sea of disappointment.

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