The email sat in the inbox, a digital white flag. Sarah reread the subject line: “Scholarship Application Update.” Her stomach clenched, a familiar ache. She slowly clicked it open, the fluorescent glow of her laptop screen washing over her face.

The rejection, polite but firm, was a curt summary of her inadequacies. She let out a breath, a silent expulsion of air, and then simply closed the lid. It had been a long shot, anyway.

Her phone lay face-down on the desk. She could already imagine the worried calls from her parents. She didn't bother picking it up. Instead, she stared out the window at the bleak, grey sky. The impending downpour mirrored the feeling settling 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