The late afternoon sun cast long shadows across the lawn as Mrs. Gable from next door approached. Her little dog, a yappy thing named Winston, strained at the leash. Sarah, leaning on the porch railing, felt a familiar heaviness settle in her chest. She already knew what this was about.

"Sarah, dear," Mrs. Gable began, her voice a sugary sweetness that always grated. "That oak is getting a bit unruly, isn't it? Casting a shadow right over my hydrangeas."

Sarah nodded slowly, tracing a pattern on the wooden railing with a chipped fingernail. The tree *was* old. It *did* drop a lot of leaves. "Yes, it is."

She thought of the arguments. The back-and-forth. The inevitable compromises that always ended with her losing a little more of what she valued. "What did you have in mind?" she asked, the words feeling heavy on her tongue.

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