The email notification popped up on her phone: “Welcome to Mrs. Peterson’s class!” Claire barely glanced at it. Her stomach felt like a lead weight. The woman who’d taught her fourth grade, the woman who’d always favored the "gifted and talented" kids, the woman who'd made her feel small. Now, her son, Leo, would have her too.

She ran her hand through her hair, a gesture meant to alleviate the sudden headache. The same old song and dance, the same pressure to excel, the same feeling of never quite measuring up. She'd spent years trying to forget. Now, it was just the same cycle all over again.

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