The lawyer’s words echoed in his ears – “yours now.” The house. All of it. The responsibility. It was a lead weight in his stomach.

I stepped inside, the floorboards groaning under my weight. I closed my eyes, and breathed. The familiar smell of lemon and old wood. He found his sister, Sarah, already in the kitchen, opening cabinets. She was looking at the chipped dishes and the faded wallpaper. I knew what she was thinking: another project to keep her occupied. Something to fill her time.

"So, what do you think?" she asked, her voice light.

I didn't answer. I just walked through the living room, through the dining room, to the back door, where I sat down on the stoop. I leaned against the frame and took a long, slow breath. The sun was setting, painting the sky in shades of orange and purple. The day's work wasn't done yet, no matter how much you might wish it was.

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