The heat was oppressive, and the air hung thick and heavy, like a wet blanket. Michael sat on the cracked concrete steps, watching the world move on without him.

His gaze fell upon his neighbor, Mr. Davis. “Hey Michael, fancy a chat?” Mr. Davis began his plea, his voice optimistic. He wanted to start a garden, a small project for him.

Michael thought of the effort of saying "no," and it felt exhausting. He just pointed towards a patch of lawn. “Help yourself.”

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