The incessant hammering had been going on for hours. David, sprawled on the couch with a book he hadn't opened, felt the vibrations travel through the floor and up into his bones. His shoulders slumped, he rubbed his eyes, feeling leaden.

He’d tried calling the building inspector last week, after the first week of noise. Nothing had changed. He thought about the legal proceedings, the battles, the paperwork. The mere thought made him feel exhausted.

He closed his eyes. He could picture the mess, the dust, the inevitable delays. He knew how this would go. Just another slow, grinding erosion of his peace and quiet. He took a long, slow breath. The sound of the hammer hitting wood echoed through the walls. He’d just have to wait it out.

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