He was driving home from work when the news broke. A local news website had picked up on the story. The headline, "Small Town Boy's Secrets Revealed," was enough. His stomach churned. He pulled over to the side of the road, the car's engine idling.

He didn’t turn the key. He looked at the dashboard. He saw a message. He checked it. They'd found his diary, the one filled with fantasies of escape and longing. He closed his eyes. The world outside, the passing cars, the setting sun, seemed distant, unreal. He waited to hear what would happen next.

He finally started the car again and drove home, the drive taking longer than usual. The silence in the car was overwhelming.

When he arrived home, he saw his wife. She was already reading. He didn’t say anything. She didn’t say anything either. He went to the kitchen and got a glass of water.

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