He saw the card, wedged between a credit card offer and a water bill. An unsigned birthday greeting. He knew that handwriting. Or at least, he thought he did. It reminded him of his sister, even though she was gone. He held the card for a long moment, the flimsy paper feeling heavy in his hand. The weight of it pressed on his chest. He took a deep breath, or attempted to, but his lungs felt constricted. He crumpled the card and dropped it into the trash can without a second glance. The sound of the ball hitting the metal was the only noise in the apartment.

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