The flickering fluorescent lights of the doctor's office seemed to mock Elias. They pulsed a sickly yellow, mirroring the churning in his gut. He stared at the printout, the words blurring: “Diagnosis: Stage 4 Melanoma.” His name was at the top, but the date of birth didn’t match. A slow, heavy exhale escaped him. He’d known, of course. For weeks, the fatigue, the aches – they had whispered a grim truth. Now, confirmation. He rubbed a hand over his tired eyes. What was the point of even arguing?

The doctor, a young woman with kind eyes and a nervous tic, stammered through an apology. She offered a new test, a correction, a promise. Elias simply nodded. He’d fill out the forms, he’d go through the motions. He picked up his coat, the weight of it suddenly crushing. The world felt muted, as though someone had turned down the volume.

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