The old, yellowed letters were neatly stacked in a box in the attic. Each one, a fragment of a shared past with Emily. The silly jokes, the dreams, the secrets whispered under the summer stars. Now, she sat in a sterile waiting room. She found her in a hospital, her best friend's hair thin and her cheeks sunken.

She’d introduced herself, hoping for a spark of recognition. Emily’s eyes, clouded by illness, showed only a brief flicker of confusion. The nurse called out her name. The room was cold.

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