The chipped ceramic mug felt heavy in Clara's hand as she stared at the "Clara's Coffee Corner" sign her mother had painstakingly crafted. It was affixed to the kitchen cupboard with magnets shaped like brightly colored fruit. A wave of heat flushed her cheeks. She set the mug down with a deliberate thud, the sound echoing in the overly tidy kitchen.

Her mother bustled in, humming a cheerful tune. "Oh, honey! Are you enjoying your coffee? I made sure to get your favorite blend." The woman beamed, her eyes crinkling at the corners.

Clara forced a smile. "Yes, Mom, it's…fine." She turned away, her gaze landing on a framed picture on the counter: a posed shot of her, beaming, clutching a college diploma. It felt like a lifetime ago, a different person. She walked out of the kitchen, the memory of her mother’s wide-eyed, expectant face stinging.

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