The doorbell rang. She was already half-expecting it. She took a deep breath, steeling herself. Mrs. Gable, a woman whose every complaint seemed to be an Olympic sport, stood on her doorstep.

"The volume, dear," Mrs. Gable began, her voice shrill and accusatory. "It's simply unbearable."

She listened, offering the occasional murmured apology. She had tried everything, she really had. Earplugs, white noise machines, even briefly considered moving.

When Mrs. Gable finished, she simply nodded. "I'll take care of it," she said, her voice flat. She closed the door, the gesture feeling mechanical. She went back to her chair, and the unopened book she’d been attempting to read for weeks.

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