The key felt cold in her hand. Sarah looked at it, then at the house. The windows were dull, the paint was peeling, and the garden was wild. It was a mess, and it was hers.

Her brother, John, was already talking about the possibilities, the potential. He saw an investment, a project. She just saw… a lot of work.

She walked inside, the silence pressing in around her. The air was stale, the sunlight muted. She walked through each room, a sense of heavy inevitability settling in her chest. She had a lifetime of things to do, and the first item of business was going to be cleaning out a kitchen that had sat untouched for months.

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