The morning chill bit at her exposed skin. Olivia navigated the maze of yard sale tables, her eyes scanning for nothing in particular. She was just passing the time, waiting for the inevitable. Each step felt like a repetition of a story already written.

She stopped abruptly as her gaze landed on a familiar face. Or rather, a familiar form, tucked between a plastic doll and a broken train set. It was the bear. The one she’d lost so many years ago. It stared back at her with those button eyes.

“A dollar,” a young boy said, pointing to the bear. Olivia handed over the money, feeling a strange disconnect. It was just a thing, after all. Another object to carry, to keep.

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