The silence of the library was deafening. Carol sat hunched over a book, the words blurring on the page. Another message from "DreamerDavid," her online pen pal, describing a local park. She responded with a short, clipped answer. She felt exhausted by the world. Exhausted by herself.

She longed for connection, yet the prospect of human interaction felt utterly overwhelming. She wanted to be left alone. David had mentioned he was in the same city. The thought of ever crossing paths seemed impossible. She looked up his profile and his location was in the park she had just read about.

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