The card was a splash of color against the drab grey of the mailbox. She picked it up, the edges slightly curled from the damp. No name. Just a generic, flowery image and the words, "Happy Birthday!" The small joy it might have brought was already muted. Another year. Another nothing. She tossed it onto the kitchen counter, joining the pile of unopened mail, bills, and flyers. She went to make coffee, the slow, deliberate movements automatic, like she was running on a program she had written long ago and couldn't delete. The day stretched before her, an endless expanse of predictable tasks.

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