Rain lashed against the windows of the pottery studio, mirroring the tempest inside Leo. He’d arrived this morning, clay already wedged and waiting, only to find a single, dusty pottery wheel and a farewell message pinned to the kiln door. His mentor, Master Ito, had simply vanished, leaving only a small, elegant brush and a brief note of gratitude. Leo ran a hand through his hair, already thick with the dampness of the room. He felt the familiar weight in his chest, the dull ache that settled after a long day of firing. He glanced at the clay, then slowly, deliberately, turned off the kiln's switch.

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