The notice arrived in the mail, crisp and officious. A fence, proposed by Mrs. Gable. Another chain-link monstrosity, she imagined, judging by the way Mrs. Gable kept her yappy little dog confined. She tossed the paper onto the already cluttered kitchen counter, next to the unpaid bills.

A sigh escaped her lips as she poured another cup of lukewarm coffee. The morning sun, a familiar golden intruder, cast long shadows across the room. She knew the drill: objections would be futile, arguments tiring. This was the way things went, an endless cycle of inconvenience and muted discontent.

Later, she would absentmindedly nod at Mrs. Gable's cheery wave, offering a weak smile. What else could she do? The world kept moving, building, changing. And she, well, she would simply adjust her position in the wake.

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