The email notification chimed, and Chloe felt a familiar thud of dread in her chest. She scrolled through the Ancestry results on her phone. The percentages were there, the familiar patterns, but below, a list of potential relatives. She clicked on a name, and a picture popped up. A woman with her same eyes, her same nose. She felt an echo of a connection, and the weight of her entire life felt suddenly and profoundly *heavy*. She dropped her phone into her purse and continued walking down the crowded street. It was a beautiful day, full of sunlight and happy people, but Chloe found herself looking at the ground, each step a chore. The air felt thick, difficult to breathe.

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