The invitation sat on the kitchen counter, a pristine white rectangle mocking Amelia with its cheerful font. She stared at it, the fluorescent light above buzzing in sympathy with the tremor starting in her hands. The party was in two weeks. Two weeks to prepare a speech. Two weeks to feign enthusiasm.

Amelia sighed, a gust of air that barely ruffled the crumbs on her plate. She picked at a piece of dry toast, the blandness mirroring the taste in her mouth. Her father, retiring after forty years, deserved celebration. But she…well, she was just tired.

She imagined the party: the forced smiles, the platitudes, the inevitably blurry photos. It felt like another obligation, another box to check. She pushed the invitation across the counter with a finger. Time to think about what to say. Not that it mattered.

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