The crisp autumn air bit at his cheeks as he walked the dog. His daughter, Emily, had broken the news at breakfast. Mormonism. He’d expected, hoped, anything but this. He clipped the leash to the dog’s collar, the click echoing sharply in the quiet morning. *Well, that’s that,* he thought, watching the golden retriever sniff at a fallen leaf. The world seemed to have shifted on its axis, leaving him stranded. He took a deep breath, the cold air filling his lungs. The dog tugged, eager to run. He followed, the familiar pull of the leash a grounding force.

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