The small, leather-bound notebook was tucked away in the glove compartment of the car. Amelia opened it, her hands trembling slightly. Page after page, her husband, Robert, had meticulously tracked his secret earnings.

She'd thought they were a team, that they shared everything. Now, she felt like she didn't know him at all. She slammed the notebook shut, the sound echoing in the confined space.

She pulled out of the driveway and began to drive, not knowing where she was going. Anywhere would do.

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