He found it taped to the underside of a kitchen cabinet. John, standing in the bright kitchen, felt a coldness spread through him. ‘Learn to cook.’ ‘See a baseball game.’ ‘Retire early.’ His father, who had worked tirelessly his entire life, had dared to dream.

John traced the crude handwriting with his finger, a bitter taste on his tongue. The thought of change seemed impossible, daunting. He could feel his heart beat slow down. The silence in the kitchen was now heavy, and he had to go make some coffee.

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