The postman didn't even knock this time; he simply left the package at her doorstep. *Luxury Dog Bed, To: Mrs. Petunia Snuggles*. Her lips thinned. *Snuggles*. As if. She was Eleanor, a woman who valued order and quiet. She had no pets, just a collection of antique teacups.

She bent and picked the package up, her back aching with the effort. She dragged it inside, the thick cardboard scratching against the floor. She did not want to see what was inside. She wanted to be left alone.

She stared down the package, and with a grunt she placed it in the attic, where it would slowly fade away.

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