The chipped mug warmed Amelia's hands, the weak tea doing little to chase away the chill seeping into her bones. Twenty years. Twenty years since the words had been uttered, the door slammed. Now, this flimsy thing, an apology scribbled on stationary with a floral border, arrived in the mail. She took a slow breath, the scent of lavender from the tea a paltry comfort against the surge of memories, the raw ache in her chest that felt perpetually present. She lifted the letter again, its weight negligible, far lighter than the burden she’d carried for so long. She set it down, the floral pattern mocking her. Another sip. The sun, a feeble thing, was already beginning to sink, casting long shadows across her quiet, ordered life. It was a beautiful day, she thought, and then she thought, what did it matter?

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