“So… you're done, then?” The words felt clumsy, inadequate. His brother, Ben, had just finished explaining his decision to become a Jehovah's Witness. He’d known Ben was searching, seeking something. He just hadn't expected this. He took a slow sip of his coffee, the bitterness a familiar taste. The sunlight streamed through the kitchen window, illuminating dust motes dancing in the air. He set the cup down. The ceramic clicked against the tabletop. He wouldn’t argue, wouldn’t plead. He’d seen this before. He sighed, the sound lost in the morning light.

Emotion: resigned

Cluster: Passivity
PC1 (Valence): -0.75 Negative
PC2 (Disposition): 0.16

Role in Research

This story is one of 1,000 stories generated for the emotion resigned. 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 resigned stories, after denoising with neutral dialogue baselines, produces the resigned emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resigned vector is projected through the unembedding matrix.

Promoted:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296