The email notification had been sitting in David’s inbox for a week. He hadn’t dared open it. Now, finally, he did. He clicked on the link. The home he had grown up in now displayed professionally taken pictures.

His chest felt tight. He had moved out years ago. His parents had both passed. He knew the house would be sold. The photos made everything too real. The memory of his dad's workshop, the living room where they watched football. The images flooded his head like a dam bursting.

He leaned back in his chair, feeling utterly spent. It all seemed so far away, a faded dream he couldn’t quite grasp. He had no control over it. He’d never had any, really.

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