The sunlight sliced through the dusty panes of the basement window, illuminating floating motes. John had been dreading this. He pulled out the albums from under the damp blankets. He should have done this sooner.

The first picture was of his grandfather, described to him as a war hero, embracing a woman other than his grandmother. It was from before the war, before the heroic stories, before John had even been born. The woman had her head on his grandfather's shoulder. Her smile felt like a punch to the gut. John had to catch his breath.

He knew what this meant, what he was supposed to do. He picked up another picture. His shoulders felt heavy, like they were made of lead. He took a deep breath, and flipped the page.

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