He stared at the blank canvas, the brushes neatly arranged on the table. The studio was empty, untouched, save for a small, folded piece of paper tucked under the easel. “Find your own light,” it read, in Anya’s characteristic elegant script. Then, the signature, and nothing more. Kai slumped onto the stool, the wooden seat offering little support. He felt the weight of the air, thick and heavy, pressing down on him. He picked up a brush, dipped it in paint, and then set it down again, the colors reflecting his own emptiness.

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