"The sauce… reminiscent of something found in a jar," the words mocked her. Ava crumpled the printout. She stood in the narrow hallway behind the kitchen, the scent of garlic and onions clinging to her apron.

The criticism had hit hard. She'd invested every penny, every spare moment, into her little bistro. Now, the reviewer had essentially declared her a fraud. The world, which had seemed so vibrant, now felt flattened.

She leaned against the wall, her energy depleted. She could still hear the noise of the restaurant, the conversations of the diners, the clang of the kitchen. She imagined herself going back to it, the dishes needed to be prepared, orders taken.

She pushed herself off the wall and walked back to work.

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