The fluorescent lights of the office hummed, a monotonous drone that matched the thrumming in Arthur's temples. He stared at the new guy, Mark, who was attempting to navigate the complex filing system. Arthur had spent five years mastering it, five years of late nights and forgotten lunches, all for this. He took a long drag from his lukewarm coffee, the bitterness a familiar friend.

"Okay, so see this code?" Arthur said, his voice flat. He pointed a limp finger at a cryptic series of numbers. Mark nodded enthusiastically, eyes wide with the eagerness Arthur remembered from… well, from a lifetime ago. He shifted in his chair, a slight ache blossoming in his lower back. It was going to be a long day.

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