The blueprints were clutched in his hand, a thin sheet of paper that represented a solid wall. A physical barrier, erected because of… what? The world was full of walls already.

He walked outside, into the crisp morning air. The wind rustled through the leaves of the old oak tree in his yard. He paused, looking at the spot where the fence would go, an unyielding line in the green space.

He dropped the blueprints, letting them blow away in the breeze. He bent to pick them up, then, after a moment, thought better of it. They would be collected later, and discarded. They would be built.

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