"There's been a mix-up," the doctor said, her voice soft, almost hesitant. Amelia, sat perched on the examination table, found herself looking out the window, at the fluffy clouds. The diagnosis, the medication, the fear that had taken root deep within her… all a fabrication. It was as though a heavy weight, though unseen, had been lifted and she felt the effects of it, the hollowness it had left behind.

She nodded at the doctor's explanation. Her eyes scanned the room, the same white walls she'd seen so many times, now seeming to mock her. The fight, she realised, had been taken from her. She gathered her purse and rose, a strange calm washing over her.

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