The house held the scent of lemon polish and regret. Clara had delayed this chore for weeks, and now she sat at the kitchen table, staring at the pictures. She had always found stories to be exhausting.

The first photograph showed her aunt, a woman who had allegedly never left their hometown, standing in front of the Eiffel Tower, her arm linked with a man whose face was partially obscured. The caption read, "Paris, 1952." Clara bit the inside of her cheek.

She flipped through the other photos. Each one revealed a truth. There was so much more. She rose from the chair and opened the refrigerator door. She needed something cold.

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