The email sat in his inbox, the words blurring slightly as he reread them. *The scholarship… awarded in error.* He’d pictured this moment so many times, the weight lifted from his shoulders, the future unfolding. Now? The dull ache in his chest was familiar, an unwelcome guest settling in. He closed the laptop, the click echoing in the small, cluttered room. He should probably call his mother, break the news. He just couldn't bring himself to do it right now. The thought of her disappointment, the practical implications, it all felt too heavy. He stared out the window at the relentless rain, the grey mirroring the landscape inside him.

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