The phone rang, a shrill interruption to the silence of her cluttered apartment. It was her editor, cheerfully congratulating her on the "successful" publication. “Fantastic work, Sarah!” he gushed. But the article wasn't hers. Sarah’s hands clenched into fists; she let the editor finish talking, her jaw tight, before giving a brief thanks.

The silence that followed the call was deafening. She walked to her kitchen, pouring a glass of tap water slowly. The cool liquid did nothing to soothe the heat prickling her skin. The words, *someone else*, echoed in her head. She had fought to get her writing noticed, but now… it was pointless.

She took a long sip of water, then went to her desk, turning on her laptop. Another article. Another deadline. The cycle continued, and she knew she would simply add to the to-do list.

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