The news had arrived in the form of casual office chatter. "Did you hear what Ben’s getting paid now?" The words had hung in the air, a phantom weight on David's shoulders. David went back to his tiny cubicle and stared at the framed photo of his family. He’d promised them more, promised them a better life. Now, he felt the familiar weight of failure settling upon him, a leaden cloak he couldn't shrug off. He leaned back in his chair, staring at the ceiling tiles, each one looking the same as the next, the same as the last.

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