The faint scent of roses clung to the letter. James found it in a box of his grandmother’s belongings, amongst lace handkerchiefs and dried flowers. The letter expressed an end to a long-held commitment, to a life James had idealized. He felt a stab of recognition.

He held the letter to his chest, the delicate paper crinkling. The ache in his heart felt familiar. He sat on the edge of the bed, the world spinning. His own life felt like a series of compromises, a slow erosion of his own desires.

He slowly rose. He saw the same muted colors. He knew he should move, do something, anything, but his feet felt rooted to the floor. The air felt heavy. He didn’t want to go on. He couldn't.

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