The relentless sun beat down on the outdoor ceremony, and the heat mirrored the internal pressure building in Clara. She’d been avoiding this moment all day. She knew it would come. She knew she would see him. It felt like a formality.

As the wedding party began their entrance, Clara made a point of looking in the opposite direction. She focused on a butterfly flitting around a nearby bush. The words of the vows washed over her, a distant echo.

Then she saw him. He was standing near the back, talking to a mutual friend. She felt a sudden, heavy pressure in her chest. She took a breath. She’d have to feign a smile when they inevitably met, he wouldn't make the first move.

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