The house was a mess. There were toys scattered everywhere. The floor was covered in fur. Max had wanted a guinea pig, and the little thing was proving to be a challenge. He had objected; he knew he had lost.

He scrubbed furiously at a stain on the carpet, his back aching. The guinea pig squeaked incessantly, a tiny, high-pitched whine. He straightened up, his face grim. He picked up one of the toys and put it in a basket.

He went into the kitchen. He had to prepare a meal. The guinea pig was a permanent fixture. He was never going to win. He would have to accept that.

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