The lawyer had warned her. The court date was a formality. He had laid out the likely outcome with practiced efficiency. Now, here it was. The notice. Sarah crumpled the paper in her fist, then smoothed it out, smoothing it out again and again. The wrinkles, like the lines around her eyes, seemed to deepen with each pass. The harsh fluorescent light of the apartment cast long shadows, stretching and distorting the familiar space. She walked slowly to the couch, sat down, and stared blankly at the television screen. Another season, another defeat.

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