The air conditioning hummed in the sterile silence of the lab. David sat across from the genetic counselor, his hands clasped tightly in his lap. The news was laid out before him, a simple print-out filled with complex information. He tried to focus, but the words swam before his eyes. He’d lived his life believing one story, and now faced the prospect of unraveling it all. He thought of his parents, the ones who raised him. A lump formed in his throat, and he blinked hard, focusing on the ceiling. He felt as if he was watching a movie about his life, and wanted nothing more than to walk out.

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