The afternoon sun cast long shadows across the park. He’d walked through the park for an hour, avoiding the office. He knew what awaited him. What choice did he have?

He finally reached the door and went in. The receptionist smiled, a practiced movement. He was directed to a room, and he found her. Elizabeth, the girl who used to torment him at school, sat behind a desk, a notepad in front of her.

"Please, have a seat, Mr. Carter," she said, her voice soft. He sat, the chair sinking slightly under his weight. He was already sinking, too.

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