The vibrant colors of the yard sale seemed to mock her internal monochrome. Michael’s gaze flickered over the items, a weary survey of the discarded. He felt the familiar weight of the world pressing down on him.

He moved slowly, his feet dragging slightly as he approached a table of worn-out toys. His eyes landed on the bear. A knot formed in his throat. It was a tangible piece of a life that felt like a distant dream.

“Two dollars,” the seller said, a bored tone to her voice. Michael nodded. The money exchanged hands and he held the bear. It was a reminder of what once was, and what could never be again.

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