The chipped paint on the porch swing creaked rhythmically as Martha watched Mr. Henderson pull out of his driveway. It was always the same routine – a nondescript sedan, an equally unremarkable suit, a wave, and then gone. Another day at the insurance office, she’d always assumed. Today, however, she’d seen the tail end of a massive moving truck, obscuring the driveway. She’d peeked through the blinds after. The truck’s contents: sculptures, antiques, and boxes marked with names of international art galleries. Martha’s gaze drifted to her own small house, the mortgage payment looming, the peeling wallpaper a constant reminder of what she *didn’t* have. Her shoulders slumped.

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