The aroma of freshly baked bread, usually a comfort, now felt cloying. He had spent the morning working on his sourdough starter. He knew he should be enjoying the moment, but the incessant drilling from next door had ruined his enthusiasm.

He felt the familiar pressure in his chest. His kitchen windows faced the construction site. It was impossible to ignore the sounds. He'd almost given up baking altogether. He should just throw the starter away.

He walked over to the window, watching the workers go about their business. He reached for his phone, then stopped. What was the point of complaining? Nothing would change. He turned away. He just sighed, a long, drawn-out expulsion of air.

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