The elevator doors opened onto a sterile, brightly lit hallway. He felt the familiar thud of dread. He felt like a mouse caught in a maze, going from one box to the next. He walked to the office, his footsteps echoing in the silence. It all was a waste of time.

He knocked, the sound feeling loud in his ears. The door swung open and there he was, standing, a smile on his face. It was Kevin, a man who, in his youth, had made his life a misery. Kevin extended a hand.

"Come in, Michael." The words hung in the air, heavy and meaningless.

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