The champagne flute felt suddenly heavy in Amelia's hand. She watched David across the room, his easy laughter a physical blow. He was surrounded by a gaggle of people, all hanging on his every word. Her jaw tightened. It was the same charming act he’d used on her, then discarded so readily.

She’d thought she’d moved on, but the sight of him, so effortlessly at ease, sparked a fire in her chest. A slow burn of... something. She took a deliberate sip, the bubbles doing nothing to soothe the sudden heat in her cheeks.

She considered going over, forcing a smile, feigning nonchalance. Instead, she turned and made a beeline for the bar, requesting the strongest drink they had.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217