It had arrived in the dead of winter. *Seeds and Gardening Tools, To: Mr. Green Thumb*. A chuckle escaped his mouth, a short, bitter sound. Mr. Green Thumb. His name was Arthur. He was a lawyer. He worked in an office downtown, and his only connection to nature was the occasional potted plant.

He scowled at the box. He kicked it. "Green Thumb". He felt a hot surge. He left the box where it was and went inside. The audacity of it, as if he lived some quaint life.

He brewed a cup of coffee. He sat staring at the snow outside.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256