The afternoon sun cast long shadows across the lawn. Emily walked aimlessly, her hands shoved deep into her pockets. She felt like a figure adrift, floating through a landscape she didn’t belong in. The yard sale was just another distraction.

She wandered past a table piled high with childhood cast-offs. A chipped music box, a tarnished silver locket… and then, the bear. Its fur was faded, and its once bright smile was a mere suggestion. It was a symbol of a past that now felt impossibly distant.

“Five dollars,” the seller said, her eyes devoid of expression. Emily paid without a word, feeling a pang of… something. She looked at the bear. Not hope. Not sadness. Just… acceptance.

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