The microwave hummed, a sound that always grated on Eleanor's nerves. She’d spent five years meticulously curating her own life, choosing every scent, every piece of furniture, and now, here she was, reheating leftovers in her parents’ kitchen. It felt like a demotion.

She slammed the plate down on the counter, the force making the ceramic shiver. Her mother, bless her heart, had already set the table, a perfectly symmetrical tableau of plates and cutlery. Eleanor wanted to scream.

"Everything alright, dear?" her mother asked, her voice as smooth and cloying as melted butter. Eleanor forced a smile. "Just peachy," she replied, the sarcasm practically dripping from her words. She knew her mother saw right through it.

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