The envelope was plain, cream-colored, with no return address. She recognized the typeface; it was one she often used herself. She tore it open, her fingers clumsy. Inside, a card that read, "Wishing you the best." Inside that, nothing. Just blankness. The air felt thick in the small apartment. She let the card fall to the floor. It landed near her feet, forgotten. She walked over to the window and stared out at the street. The world went on, oblivious. The hum of the refrigerator filled the quiet.

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