He stared at the spreadsheet on his computer, the numbers mocking him. He’d meticulously budgeted, planned, built his future around this scholarship. Now, it was all a lie. He leaned back in his chair, the squeak of the plastic a grating sound. He felt… empty. It was like a balloon pricked with a pin, the air slowly, silently escaping. He closed the document, the screen going black, reflecting his own still, blank face. He knew he should be angry, but mostly he just felt tired, bone-deep weary.

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