He was already exhausted before he'd even started the day. The routine was set: wake up, drink coffee, check the mail, feel the familiar weight of disappointment. The package arrived on the same day as the letter he had been dreading. The rent had gone up again. He knew what he was going to do.

He walked to the door, picking up the package. It was light, almost insubstantial. He knew it was for the previous resident of the apartment, a woman named Emily Carter. He placed it carefully on the kitchen counter, next to the unwashed dishes. He didn't bother to open it. It was probably just bills or more junk. He would deal with it later. Or, he thought, maybe not.

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