The gravel crunched under Amelia’s worn sneakers. Each step felt like a repetition of the last, a monotonous rhythm in the vast, empty expanse of her life. She scanned the yard sale, a sea of discarded aspirations and forgotten dreams. A waste of time, she figured.

Suddenly, a flash of familiar fur caught her eye. There, wedged between a pile of chipped teacups and a box of broken toys, lay the bear. Its button eye stared up at her, a silent, knowing gaze. It made her chest tighten, but she did nothing about it.

“How much for the bear?” she asked, the question escaping her lips almost without conscious thought. The woman behind the table named a price. Amelia paid, because what else was there to do?

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