The list was tucked inside a forgotten address book. Maria, her shoulders slumped, flipped through the brittle pages. ‘Start a business.’ ‘Learn a new language.’ ‘Find a partner.’ Her mother, who had always seemed so pragmatic, had concealed these hopes.

Maria felt a familiar pressure in her chest. The task of going through her mother's belongings, of sorting through a life, was a burden she could barely bear. She pushed the address book away, and walked to the kitchen, where she found the stove needed cleaning.

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