The scent of lavender and old paper filled Amelia's nostrils as she carefully unfolded the brittle letter. It was her grandmother's, a letter of separation from a beloved job. The elegant cursive spoke of dreams deferred, of compromises made. Amelia had found it tucked away in the back of a cookbook, her grandmother’s favourite, one she’d always loved to hold.

Amelia’s own life felt like a tangled thread, a tapestry woven with broken promises. She felt the letter with her fingertips, tracing the words. She’d always struggled to find her footing, always striving for something she could never quite grasp. The world felt muffled. The letter brought a sense of familiarity she never expected.

She looked around at her own cluttered apartment, at the half-finished paintings, at the overflowing bookshelves. The city outside buzzed with activity, but Amelia felt utterly alone. She returned the letter to its resting place, a heavy sigh escaping her lips.

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