The tiny, hidden app was the gateway. Liam tapped it, his heart rate quickening, then slowing to a dull thud. He’d known, of course, but the confirmation was a blow. His son, Ethan, was living a double life.

He lowered himself into the worn armchair, the fabric groaning beneath him. He felt the familiar weight of exhaustion settling on his shoulders. He should call his boss, explain why he would be late tomorrow. He should call his wife, explain this new development. But his mind was a blank slate.

He rubbed his eyes. The room was dim, the afternoon light fading. He had to face this. He would. But not now. He needed a moment. A long one.

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