The scent of burnt sugar filled the air. He hadn't baked in months, not since Sarah, his daughter, had started crafting elaborate confections. He sat at the kitchen table, watching her frost a cupcake with an intricate rose, the delicate petals a testament to hours of practice. His own once-prideful skill, baking, had become a ghost of its former self. He picked at a stray crumb on the table, a dull throb in his chest. “Can I try the frosting?” he mumbled, his voice flat. Sarah, engrossed in her work, nodded without looking up. He didn't even reach for it.

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