"The prank on Mr. Henderson was epic," Maya declared, her eyes sparkling with amusement. Liam sat opposite her, nursing a lukewarm beer. It was their reunion, years after the whole affair.

Maya recalled every detail, the meticulous planning, the laughter, the sheer thrill of it all. Liam listened quietly, only offering a weak smile.

He remembered the sinking feeling in his stomach the next day, the shame, the punishment. The thrill had been short-lived, replaced by a sense of impending doom. He had been forced to apologize, the words tasting like ash in his mouth. He took a long, slow swallow of his beer, the liquid barely touching the dryness of his throat.

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