Brenda almost choked on her chamomile tea when Mrs. Gable, that woman with the perpetually perfect petunias, sauntered over. Honestly, the nerve. She took a step back, folding her arms across her chest. "Well, isn't this a surprise," she managed, her voice tight.

"Oh, Brenda, dear! Such a lovely yard you have!" Mrs. Gable beamed, a saccharine smile plastered across her face. "I was wondering, the sunlight is just *perfect* on that little patch beside your fence. Would you mind terribly if I…borrowed a bit to grow some vegetables?"

Brenda's jaw tightened. She eyed the space in question, picturing her prize-winning rose bushes, meticulously pruned and lovingly tended. This woman wanted to *what*? The gall! “I…I hadn’t planned on, well, sharing,” Brenda stammered, her voice thin. She felt a heat rising up her neck.

She began to pace the patio. The afternoon sun, usually a comfort, now felt like a spotlight. "This is *my* yard," she thought, the words a silent mantra. "My space."

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