The email sat in the inbox, mocking him with its bright, cheerful subject line: "Party Update!" He'd known. He'd *known* something was wrong, the way everyone had been tiptoeing around him for the last week, the overly bright smiles, the strained attempts at casual conversation. He took a long drag from his dying cigarette, letting the smoke curl into the air. He clicked the mouse. The words swam before his eyes. "Due to unforeseen circumstances..." He switched off the monitor. Guess he would just go home.

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