The plans were on the kitchen table. He stared at them, the neat lines of the fence, the perfect right angles. His own property, neatly sectioned off. It felt… sterile. He had been planning to put in a wildflower garden, a vibrant burst of color. Now, there would be shade.

He rubbed the back of his neck, a dull ache settling there. The world was already divided enough, cut and pasted into neat little boxes. He didn't want another wall, another separation.

He sat back in his chair, the plans still spread before him. The phone rang. It was the Homeowners' Association, asking for his input. He let it go to voicemail. He wasn’t going to answer.

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