He was standing right by the bar, and Maya’s hand tightened into a fist at her side. She hadn't seen David in months, hadn’t expected to. The sight of him, with his perfect hair and that infuriatingly charming smile, sparked a fresh wave of… *something* inside her. A tightness squeezed her chest.

She forced a smile, pasting it onto her face. “Well, this is awkward,” she said, her voice sounding a little too loud. He glanced at her, eyebrows raising slightly in what she interpreted as amusement.

"Maya! Didn't know you'd be here," he responded, his tone too casual. *As if it's a surprise,* she fumed inwardly. She busied herself at the bar, ordering a drink. She could feel his gaze on her, and each tick of time felt like a personal affront. She refused to look at him, focused on the bartender's every move, even when he started to speak.

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