"I'm done," Daniel mumbled, his voice raspy. He stared at the whiteboard covered in equations and diagrams, all for naught. Someone had patented his self-folding laundry machine. He hadn't slept in days. He ran a hand over his face, feeling the stubble, the weariness etched into his skin. The vibrant colors of his world had faded to monochrome. He grabbed the marker, then dropped it. He felt like a broken machine himself.

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