"You really should come," Mr. Peterson had said, his voice brimming with a friendly warmth. "It's a wonderful opportunity." He'd been talking about the charity gala he and his wife were hosting. Michael, staring at the invitation, couldn't imagine himself at such an event. He couldn’t even afford a new pair of shoes, let alone a tuxedo. He glanced through his window, seeing the long, black cars pulling up next door, carrying the guests. The music and laughter from the party drifted over to his house. He placed the invitation on his desk, next to his overdue bills. He pulled the blanket up over his shoulders, the worn fabric offering a small sense of solace.

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