The key scraped in the lock, the sound grating against Liam’s teeth. He pushed the door open, the scent of mildew and forgotten things hitting him like a physical blow. He didn't even bother to hold his breath. He knew this smell. He knew this feeling.

His sister, Chloe, was already inside, wandering through the living room, her face alive with curiosity. He watched her, a hollow feeling in his gut. She saw adventure. He saw… a job.

He slung his backpack onto the threadbare rug, the thud somehow amplifying the quiet. He was supposed to be writing, finishing his novel. This was going to make that impossible. He wandered over to the mantle, and absentmindedly ran a finger along the dust-covered porcelain. Everything felt so… inevitable.

“Think we can sell this awful thing?” Chloe asked, peering at a portrait of their grandmother. Liam shrugged.

"Probably."

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