The brightly lit shop window showcased the "Ruby Velvet" cake, its luscious layers perfectly presented. Maria stood across the street, her reflection superimposed on the scene. A hollow ache settled in her chest. She had spent a year working on that recipe, experimenting, failing, and finally achieving perfection. Now, it was someone else's masterpiece, bearing someone else's name. She felt a numbness creep over her.

She pushed her hands deep into her pockets, feeling the worn fabric against her skin. The wind whipped her hair across her face, stinging her eyes. It seemed all of her efforts had been for naught. The bustle of the street became a muffled roar, and she turned and walked away.

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