“So,” her mother began, her voice strained, “you’re really going through with this?” The question hung in the air, unanswered. Michael, her son, nodded slowly. He looked almost apologetic, his eyes downcast. She saw his father, his shoulders slumped in the armchair, staring out the window. *This is it, then,* she thought, the words a cold lump forming in her throat. She pushed her chair back from the kitchen table. The simple act felt laborious. The familiar floral wallpaper seemed to blur. She walked into the living room, past her husband. Without a word she sat on the sofa.

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