The takeout container felt suddenly heavy in my hand. I stared at the steaming noodles, the aroma now revolting. Sarah, across the table, was still babbling about “corporate restructuring” and “navigating the complexities of the market.” Her hand gestured wildly, a diamond sparkling on her ring finger – a ring I’d always assumed was her grandmother’s, passed down. My stomach churned. The “market” she navigated so expertly was apparently the one selling luxury cars, a fact I'd just learned from a shared acquaintance.

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