The coffee had gone cold hours ago. Sarah stared out the kitchen window, the morning sun already high. She’d put out a fresh batch of bagels, but she knew the dog wouldn't be interested. Just as predicted, a golden retriever, tail wagging furiously, was sniffing around her bird feeder, scattering seeds.

She rubbed her temples, a dull throb beginning to pulse behind her eyes. Another day. Another mess to clean. She thought about the note she’d written, left for the neighbors, the polite request, all of it. Nothing changed.

“Oh, here we go,” she muttered, the words like dust in her mouth. She took a deep breath, preparing to do what she always did.

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