“Another one?” her daughter asked, her voice tinged with a blend of concern and something else, maybe annoyance. Her mother had barely glanced at the letter, her gaze fixed on the television screen, where a game show blared. She hadn't even unfolded it. She just held the envelope, turning it over and over in her hands, as if it was a smooth, comforting stone. Twenty-five years. The daughter sighed softly. "Are you going to read it?" Her mother gave a small, almost imperceptible shake of her head. The flashing lights on the screen reflected in her eyes, dull and flat.

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