“Not surprised,” Ethan muttered to himself, the words barely audible. He’d known, deep down, that his chances were slim. The odds were always stacked against him.

He tossed the rejection email into the overflowing trash bin. It landed on top of a pile of old bills and fast-food wrappers. He went over to the window.

The bustling city below seemed indifferent to his disappointment. He watched the cars flow in the street, the people moving to their own rhythm. He turned away from the window, and reached for the remote.

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