The familiar scent of lasagna filled the small apartment. Michael stood at the stove, stirring the sauce. Across the kitchen island, Liam bounced a tennis ball, his gaze fixed on a golden retriever puppy he'd found on Craigslist. The puppy whimpered behind a makeshift barricade of boxes.

Michael knew what was coming. Liam had been talking about this for months. His argument had been rehearsed. Liam's longing had never wavered. Michael had argued against, quietly at first, then with more force. Now, he'd lowered his defenses.

He spooned sauce onto the first layer of noodles, his movements slow and deliberate. The sound of Liam's excited whispers mingled with the gentle thud of the tennis ball. He would have to clean up the hair. He would have to walk the dog. He would have to get used to the noise. His shoulders slumped slightly. The lasagna needed more salt.

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