The old farmhouse creaked in the wind, a mournful symphony accompanying the gathering storm. Sarah sat by the window, watching the rain lash against the panes. She’d always found solace in the simple routines of country life, but even those now felt heavy, burdensome. Each day was a chore, each task a struggle.

She heard a car pull into the driveway. She saw it was her new neighbor, a woman she had seen a few times at the farmer's market. She recognized the file in her hands. The woman walked through the muddy lane, looking back at her.

The neighbor knocked on the door and Sarah sighed. "Come in," she called. She already understood. They had the same storm to weather.

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