The steam from the pasta pot fogged up his glasses. He wiped them with a stained towel, the motion automatic. Chef Leo looked out at the dining room, filled with chattering patrons, oblivious to the storm brewing in his soul.

He had expected the review to be positive. He had worked tirelessly, refining every detail, every ingredient. The critic's cutting words had felt like a personal betrayal. “Uninspired,” the critic had written, “a chef coasting on past glories.”

He turned back to the stove, the heat against his face. He felt like a machine, going through the motions. He would continue to cook, of course. What else could he do? He had bills to pay, staff to manage, a reputation to maintain, even though it felt like it meant nothing.

The pasta was cooked, he added the sauce, and plated it perfectly, his hands performing each step without a flicker of excitement.

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