It was tucked inside the spine of her favourite book, a well-worn copy of “Pride and Prejudice.” Emily, curled on the couch, felt a familiar sense of detachment. The words on the list, penned in her mother’s elegant script, seemed almost to taunt her. ‘Travel the world.’ ‘Find love.’ ‘Be brave.’ Her mother, who had seemed so content, had harboured these unfulfilled desires.

Emily closed the book, the weight of it settling in her lap. The afternoon light cast long shadows across the room, and she felt a sharp sense of unease. She glanced at the unopened mail on the table, the unanswered phone messages. She needed to do something, anything, but the effort felt like a herculean task.

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