The box of old photographs lay open on the kitchen table, their faded colors a testament to the life she hadn’t lived. Clara sifted through them, the faces of her adoptive family staring back at her. Smiling, happy, *connected.* She picked up a picture of herself as a child, her eyes alight with a joy she no longer recognized. She felt a profound weariness settle over her, a bone-deep fatigue that seeped into her very marrow. A small cough escaped her lips, and she stared at the floor. The past was fixed; there wasn't a choice to be made.

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