The lawyer’s office was opulent, the air thick with the scent of expensive cologne and unspoken expectations. Across the polished mahogany table, her brother, Marcus, practically vibrated with anticipation. He was expecting the estate, the vineyards, the legacy. All the things he’d been promised. Ava knew, with a certainty that settled in her stomach like a stone, that her portion would be different.

She received a battered leather-bound journal, filled with her grandmother's scrawled handwriting and pressed flowers. Marcus scoffed, but Ava merely nodded. She rose, the journal tucked under her arm. The door closed behind her, and she felt the sun on her face. She would go home, brew a cup of tea, and read about a life lived, and things the world would never value.

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