He hadn't been painting lately, not really. The inspiration was gone. Now, he'd found his work tattooed on someone’s shin. He’d seen the photo, a blurry image shared in a social media group for tattoo enthusiasts. His signature style, his unique color palette, all on display.

He rubbed his eyes. The coffee in his cup had gone cold. He set the cup down, the clink echoing in the empty room. He felt nothing, a hollow feeling. There was nothing left to fight. The world was full of echoes. He picked up his coat and went out into the gray afternoon.

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