The email, subject line: "Important Information Regarding Your Property," sat in her inbox like a lead weight. She should have known. Nothing ever went smoothly. It was always a struggle. She opened it, the words blurring on the screen: "Unsolved homicide."

She leaned back in her chair, the springs groaning in protest. The view from her window, usually a calming balm, seemed to mock her with its perfect blue sky. She closed her eyes. It was a chore to breathe, to think.

She thought about the garden she wanted to cultivate, the dreams she had for the home. Those hopes felt far off. She took a deep breath. She’d deal with it later. There wasn't much else to do.

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