The aroma hit her first. The familiar blend of garlic, oregano, and simmering tomato sauce, a comfort she’d relied on for years. But today, the comforting scent was laced with a metallic edge of despair. Sarah stared at the small piece of paper taped to the door.

She felt a tremor in her hands. The place was more than just a restaurant; it was a sanctuary. Where had they gone wrong? She imagined the owners, the kind couple who always remembered her name.

She pushed open the door, her shoulders tensed. She approached the counter, eyes burning. “This isn’t right,” she muttered under her breath, a knot forming in her throat.

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