He picked up the dog's chew toy, which had mysteriously ended up in his yard for the third time this week. It was soggy and covered in mud. He glanced over at the other house; the door was closed. They were probably inside, oblivious.

He tossed the toy back over the fence. He didn't bother trying to make sure it landed in the right place, or even at all. He didn't care.

He stared at his hands, feeling the cold, damp earth still clinging to his fingers. The air felt heavy.

He walked inside. There was nothing more he could do.

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