He stared at the peeling paint on his childhood bedroom door. His parents’ house felt more like a prison than a sanctuary. The silence was deafening, broken only by the ticking of the grandfather clock in the hallway.

He sat on the edge of the bed, the mattress sagging beneath him. His father had offered a gruff welcome. His mother had fussed. Both felt like a script. He wondered how long he could play along.

He ran his hand through his hair, a nervous gesture he hadn't realized he still possessed. He knew the questions were coming. The advice. The constant reminder of his failures. He closed his eyes.

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