The sun was already beginning its descent, painting the sky in hues of orange and purple. Chloe moved through the yard sale slowly, her energy spent. The day had been another in a long series of repetitive days.

She saw a table of forgotten treasures. She didn't expect to see anything of note. Then her eyes landed on the bear. Its fur was worn thin, its expression familiar. It was a piece of her past. A life gone by.

"Ten dollars," the woman selling the items said. Chloe reached into her purse and handed over the money. What choice did she have? It was just a thing now. A reminder of what would never be again.

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