The back-to-school night was a blur. The cacophony of voices, the jostling crowds, the forced smiles. He navigated the chaos, his movements deliberate, his expression carefully neutral. And then he saw it: "Welcome to Ms. Hawthorne's class!" He was stunned. Ms. Hawthorne. The woman who’d always praised him, who’d seen potential in him when he saw none in himself.

A flicker of something warm, unexpected, crossed his face. He looked at his daughter, Maya, her face alight with excitement. He could feel the familiar weight lift, replaced with a strange sense of… acceptance. He would make it through this year.

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