The phone on the counter was vibrating, her name flashing across the screen. He let it ring. He already knew what she’d tell him. He’d found the notebooks, filled with painstakingly neat handwriting, the pages crammed with vocabulary he knew from his youth. The television flickered in the background, a meaningless distraction.

He listened to the message as it beeped, the words swirling in the speaker, words in the language he had grown up with. He already anticipated the awkward attempts, the forced conversations. He rubbed his temples. He knew exactly what was coming, the predictable trajectory of their life together. He looked out the window. The world continued to spin. He sat down.

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