He didn't need the papers to know. He'd just known for a while, a slow, sickening realization that had been building inside him. The savings account, the meticulously crafted lies… it was all so predictable.

Ben sat on the edge of the bed, his shoulders slumped. The light from the setting sun cast long shadows across the room. He felt… spent. He knew he should be angry, but mostly he was tired.

He would call his mother later, he thought. She would understand. Right now, he just wanted to sleep.

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