Dust motes danced in the late afternoon sun, illuminating the cluttered room. Michael stared at the signed first edition of *Crimson Tides*, his heart an empty drum. He'd waited six months for the revelation to surface. Now, his favourite author, the one who'd inspired his entire writing career, was a thief. He ran a hand through his hair, dislodging a strand that then drifted to the floor.

He’d almost finished his own novel, a nautical adventure with a brooding hero, inspired by Finch’s work. The irony was like a physical weight on his shoulders. He reached for the coffee cup, cold and untouched. The taste would be equally disappointing. He wouldn't bother with the rewrite.

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