Clara felt a shiver run down her spine as the shadow of Mr. Abernathy, her neighbor, fell across her sun-drenched patio. He stood there, arms laden with pamphlets and a forced smile plastered on his face.

"Clara, dear," he began, his voice syrupy. "We're starting a community garden! And I thought…well, your yard is so…ideal. Would you mind if we used a portion of it?"

Clara felt her heart skip a beat. The audacity! She felt a wave of dizziness wash over her. Her meticulously planned garden, a haven of tranquility she’d carefully crafted, was to be invaded.

She blinked rapidly, as if to clear her vision. The colors of her petunias seemed to dim. The aroma of lavender, usually so soothing, now felt cloying.

"We?" she thought, her lips pressed into a tight, thin line. The thought made her want to retreat into her house and lock the door.

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