Rain hammered against the attic window. Clara sighed, the sound swallowed by the drumming. Another leak. Another problem. This house was a bottomless pit of repairs, and she, she was the one tasked with shoveling. Her shoulders slumped.

She’d been meaning to explore the attic since she’d moved in, but she kept… forgetting. Or, not forgetting, exactly. More like, the thought flickered, then extinguished itself in the face of the daily grind. Now, she was there and could barely keep her eyes open.

Pushing aside a stack of moth-eaten blankets, she found a latch. It opened with a groan. Inside, a narrow set of stairs wound downward. More tasks. Always more.

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